{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# 作业1.4\n",
    "### 根据所给的训练数据集进行分类"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 加载数据\n",
    "\n",
    "数据集：比马印第安人糖尿病数据集（Pima Indians Diabetes Dataset）涉及根据医疗记录预测比马印第安人5年内糖尿病的发病情况。\n",
    "\n",
    "字段说明：\n",
    "1. Pregnancies：怀孕次数 \n",
    "2. Glucose：在口服葡萄糖耐受试验中，血糖浓度为2小时 \n",
    "3. BloodPressure：舒张压(mm Hg) \n",
    "4. SkinThickness：肱三头肌皮肤褶皱厚度(mm) \n",
    "5. Insulin：2小时血清胰岛素(mu U/ml) \n",
    "6. BMI：身体质量指数(公斤/重量(高度)^ 2) \n",
    "7. DiabetesPedigreeFunction：糖尿病血统函数 \n",
    "8. Age：年龄(岁) \n",
    "9. Outcome：类变量(0或1) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_data(fileName):\n",
    "    columeLabel = ['Pregnancies','Glucose','BloodPressure','SkinThickness','Insulin','BMI','DiabetesPedigreeFunction','Age','Outcome']\n",
    "    dataset = pd.read_csv(fileName, sep='\\t', header=None, index_col=False, names=columeLabel)\n",
    "    x_columns = [x for x in dataset.columns if x not in 'Outcome']\n",
    "    return dataset[x_columns], dataset['Outcome'], dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 加载训练数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_train, y_train, trainDataset = create_data('homework_trainingDataset.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.tree import DecisionTreeClassifier\n",
    "from sklearn.tree import export_graphviz\n",
    "import graphviz\n",
    "import pydotplus\n",
    "\n",
    "import os\n",
    "os.environ[\"PATH\"] += os.pathsep + 'E:/DevSoft/Graphviz2.38/bin'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 采用CART算法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,\n",
       "            max_features=None, max_leaf_nodes=None,\n",
       "            min_impurity_decrease=0.0, min_impurity_split=None,\n",
       "            min_samples_leaf=1, min_samples_split=2,\n",
       "            min_weight_fraction_leaf=0.0, presort=False, random_state=None,\n",
       "            splitter='best')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_tree = DecisionTreeClassifier()\n",
    "model_tree.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 可视化决策树"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
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       "<text text-anchor=\"start\" x=\"1786\" y=\"-1465.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
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       "<text text-anchor=\"start\" x=\"2211.5\" y=\"-1346.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.422</text>\r\n",
       "<text text-anchor=\"start\" x=\"2201.5\" y=\"-1331.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 231</text>\r\n",
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       "<text text-anchor=\"start\" x=\"1105.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 111</text>\r\n",
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       "<g id=\"node42\" class=\"node\"><title>41</title>\r\n",
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       "<text text-anchor=\"start\" x=\"1416\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.863</text>\r\n",
       "<text text-anchor=\"start\" x=\"1492.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.485</text>\r\n",
       "<text text-anchor=\"start\" x=\"1486.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 58</text>\r\n",
       "<text text-anchor=\"start\" x=\"1480.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 24]</text>\r\n",
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       "<text text-anchor=\"start\" x=\"807\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 29.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"845\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.21</text>\r\n",
       "<text text-anchor=\"start\" x=\"830.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 109</text>\r\n",
       "<text text-anchor=\"start\" x=\"828.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [96, 13]</text>\r\n",
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       "<text text-anchor=\"start\" x=\"1124\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1114\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
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       "<text text-anchor=\"start\" x=\"458\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pregnancies ≤ 6.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"480.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.102</text>\r\n",
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       "<!-- 5 -->\r\n",
       "<g id=\"node6\" class=\"node\"><title>5</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.956863\" stroke=\"black\" d=\"M408,-901C408,-901 187,-901 187,-901 181,-901 175,-895 175,-889 175,-889 175,-830 175,-830 175,-824 181,-818 187,-818 187,-818 408,-818 408,-818 414,-818 420,-824 420,-830 420,-830 420,-889 420,-889 420,-895 414,-901 408,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"183\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.668</text>\r\n",
       "<text text-anchor=\"start\" x=\"264\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.08</text>\r\n",
       "<text text-anchor=\"start\" x=\"253.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 72</text>\r\n",
       "<text text-anchor=\"start\" x=\"252\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [69, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"268.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;5 -->\r\n",
       "<g id=\"edge5\" class=\"edge\"><title>4&#45;&gt;5</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M449.786,-941.122C428.738,-929.979 405.317,-917.58 383.28,-905.913\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"384.735,-902.723 374.26,-901.137 381.46,-908.91 384.735,-902.723\"/>\r\n",
       "</g>\r\n",
       "<!-- 18 -->\r\n",
       "<g id=\"node19\" class=\"node\"><title>18</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M569.5,-901C569.5,-901 467.5,-901 467.5,-901 461.5,-901 455.5,-895 455.5,-889 455.5,-889 455.5,-830 455.5,-830 455.5,-824 461.5,-818 467.5,-818 467.5,-818 569.5,-818 569.5,-818 575.5,-818 581.5,-824 581.5,-830 581.5,-830 581.5,-889 581.5,-889 581.5,-895 575.5,-901 569.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"463.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 105.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"489\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"479\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"477\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"489.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 4&#45;&gt;18 -->\r\n",
       "<g id=\"edge18\" class=\"edge\"><title>4&#45;&gt;18</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M518.5,-936.907C518.5,-928.649 518.5,-919.864 518.5,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"522,-911.021 518.5,-901.021 515,-911.021 522,-911.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 6 -->\r\n",
       "<g id=\"node7\" class=\"node\"><title>6</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.984314\" stroke=\"black\" d=\"M214,-782C214,-782 131,-782 131,-782 125,-782 119,-776 119,-770 119,-770 119,-711 119,-711 119,-705 125,-699 131,-699 131,-699 214,-699 214,-699 220,-699 226,-705 226,-711 226,-711 226,-770 226,-770 226,-776 220,-782 214,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"131.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 37.15</text>\r\n",
       "<text text-anchor=\"start\" x=\"134.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.033</text>\r\n",
       "<text text-anchor=\"start\" x=\"128.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 59</text>\r\n",
       "<text text-anchor=\"start\" x=\"127\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [58, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"143.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 5&#45;&gt;6 -->\r\n",
       "<g id=\"edge6\" class=\"edge\"><title>5&#45;&gt;6</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M254.132,-817.907C244.145,-808.56 233.438,-798.538 223.172,-788.929\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"225.484,-786.299 215.791,-782.021 220.701,-791.41 225.484,-786.299\"/>\r\n",
       "</g>\r\n",
       "<!-- 11 -->\r\n",
       "<g id=\"node12\" class=\"node\"><title>11</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.819608\" stroke=\"black\" d=\"M339,-782C339,-782 256,-782 256,-782 250,-782 244,-776 244,-770 244,-770 244,-711 244,-711 244,-705 250,-699 256,-699 256,-699 339,-699 339,-699 345,-699 351,-705 351,-711 351,-711 351,-770 351,-770 351,-776 345,-782 339,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"256.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 23.55</text>\r\n",
       "<text text-anchor=\"start\" x=\"264\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.26</text>\r\n",
       "<text text-anchor=\"start\" x=\"253.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"252\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"268.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 5&#45;&gt;11 -->\r\n",
       "<g id=\"edge11\" class=\"edge\"><title>5&#45;&gt;11</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M297.5,-817.907C297.5,-809.649 297.5,-800.864 297.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"301,-792.021 297.5,-782.021 294,-792.021 301,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 7 -->\r\n",
       "<g id=\"node8\" class=\"node\"><title>7</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M95,-655.5C95,-655.5 12,-655.5 12,-655.5 6,-655.5 0,-649.5 0,-643.5 0,-643.5 0,-599.5 0,-599.5 0,-593.5 6,-587.5 12,-587.5 12,-587.5 95,-587.5 95,-587.5 101,-587.5 107,-593.5 107,-599.5 107,-599.5 107,-643.5 107,-643.5 107,-649.5 101,-655.5 95,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"24\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"9.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 55</text>\r\n",
       "<text text-anchor=\"start\" x=\"8\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [55, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"24.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;7 -->\r\n",
       "<g id=\"edge7\" class=\"edge\"><title>6&#45;&gt;7</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M131.214,-698.907C119.317,-687.211 106.345,-674.457 94.4683,-662.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"96.8185,-660.182 87.2339,-655.667 91.9108,-665.174 96.8185,-660.182\"/>\r\n",
       "</g>\r\n",
       "<!-- 8 -->\r\n",
       "<g id=\"node9\" class=\"node\"><title>8</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M212,-663C212,-663 137,-663 137,-663 131,-663 125,-657 125,-651 125,-651 125,-592 125,-592 125,-586 131,-580 137,-580 137,-580 212,-580 212,-580 218,-580 224,-586 224,-592 224,-592 224,-651 224,-651 224,-657 218,-663 212,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"133.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 37.45</text>\r\n",
       "<text text-anchor=\"start\" x=\"136.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"135\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"133\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"145.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 6&#45;&gt;8 -->\r\n",
       "<g id=\"edge8\" class=\"edge\"><title>6&#45;&gt;8</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M173.194,-698.907C173.337,-690.558 173.489,-681.671 173.636,-673.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"177.136,-673.079 173.807,-663.021 170.137,-672.959 177.136,-673.079\"/>\r\n",
       "</g>\r\n",
       "<!-- 9 -->\r\n",
       "<g id=\"node10\" class=\"node\"><title>9</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M152,-536.5C152,-536.5 77,-536.5 77,-536.5 71,-536.5 65,-530.5 65,-524.5 65,-524.5 65,-480.5 65,-480.5 65,-474.5 71,-468.5 77,-468.5 77,-468.5 152,-468.5 152,-468.5 158,-468.5 164,-474.5 164,-480.5 164,-480.5 164,-524.5 164,-524.5 164,-530.5 158,-536.5 152,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"85\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"75\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"73\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"85.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;9 -->\r\n",
       "<g id=\"edge9\" class=\"edge\"><title>8&#45;&gt;9</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M153.683,-579.907C148.025,-568.873 141.883,-556.898 136.178,-545.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"139.186,-543.968 131.509,-536.667 132.958,-547.162 139.186,-543.968\"/>\r\n",
       "</g>\r\n",
       "<!-- 10 -->\r\n",
       "<g id=\"node11\" class=\"node\"><title>10</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M269,-536.5C269,-536.5 194,-536.5 194,-536.5 188,-536.5 182,-530.5 182,-524.5 182,-524.5 182,-480.5 182,-480.5 182,-474.5 188,-468.5 194,-468.5 194,-468.5 269,-468.5 269,-468.5 275,-468.5 281,-474.5 281,-480.5 281,-480.5 281,-524.5 281,-524.5 281,-530.5 275,-536.5 269,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"202\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"192\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"190\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"202.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 8&#45;&gt;10 -->\r\n",
       "<g id=\"edge10\" class=\"edge\"><title>8&#45;&gt;10</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M194.276,-579.907C199.652,-568.873 205.486,-556.898 210.906,-545.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"214.108,-547.19 215.342,-536.667 207.816,-544.124 214.108,-547.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 12 -->\r\n",
       "<g id=\"node13\" class=\"node\"><title>12</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M331,-655.5C331,-655.5 256,-655.5 256,-655.5 250,-655.5 244,-649.5 244,-643.5 244,-643.5 244,-599.5 244,-599.5 244,-593.5 250,-587.5 256,-587.5 256,-587.5 331,-587.5 331,-587.5 337,-587.5 343,-593.5 343,-599.5 343,-599.5 343,-643.5 343,-643.5 343,-649.5 337,-655.5 331,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"264\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"254\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"252\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"264.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 11&#45;&gt;12 -->\r\n",
       "<g id=\"edge12\" class=\"edge\"><title>11&#45;&gt;12</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M296.112,-698.907C295.746,-688.204 295.35,-676.615 294.98,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"298.474,-665.541 294.634,-655.667 291.478,-665.781 298.474,-665.541\"/>\r\n",
       "</g>\r\n",
       "<!-- 13 -->\r\n",
       "<g id=\"node14\" class=\"node\"><title>13</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.909804\" stroke=\"black\" d=\"M456,-663C456,-663 373,-663 373,-663 367,-663 361,-657 361,-651 361,-651 361,-592 361,-592 361,-586 367,-580 373,-580 373,-580 456,-580 456,-580 462,-580 468,-586 468,-592 468,-592 468,-651 468,-651 468,-657 462,-663 456,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"377.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 27.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"376.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\r\n",
       "<text text-anchor=\"start\" x=\"370.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"369\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"385.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 11&#45;&gt;13 -->\r\n",
       "<g id=\"edge13\" class=\"edge\"><title>11&#45;&gt;13</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M338.093,-698.907C347.349,-689.651 357.268,-679.732 366.791,-670.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"369.383,-672.567 373.979,-663.021 364.433,-667.617 369.383,-672.567\"/>\r\n",
       "</g>\r\n",
       "<!-- 14 -->\r\n",
       "<g id=\"node15\" class=\"node\"><title>14</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M452,-536.5C452,-536.5 369,-536.5 369,-536.5 363,-536.5 357,-530.5 357,-524.5 357,-524.5 357,-480.5 357,-480.5 357,-474.5 363,-468.5 369,-468.5 369,-468.5 452,-468.5 452,-468.5 458,-468.5 464,-474.5 464,-480.5 464,-480.5 464,-524.5 464,-524.5 464,-530.5 458,-536.5 452,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"381\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"366.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"365\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"381.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 13&#45;&gt;14 -->\r\n",
       "<g id=\"edge14\" class=\"edge\"><title>13&#45;&gt;14</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M413.112,-579.907C412.746,-569.204 412.35,-557.615 411.98,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"415.474,-546.541 411.634,-536.667 408.478,-546.781 415.474,-546.541\"/>\r\n",
       "</g>\r\n",
       "<!-- 15 -->\r\n",
       "<g id=\"node16\" class=\"node\"><title>15</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M569,-544C569,-544 494,-544 494,-544 488,-544 482,-538 482,-532 482,-532 482,-473 482,-473 482,-467 488,-461 494,-461 494,-461 569,-461 569,-461 575,-461 581,-467 581,-473 581,-473 581,-532 581,-532 581,-538 575,-544 569,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"490.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 28.55</text>\r\n",
       "<text text-anchor=\"start\" x=\"502\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"492\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"490\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"502.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 13&#45;&gt;15 -->\r\n",
       "<g id=\"edge15\" class=\"edge\"><title>13&#45;&gt;15</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M455.093,-579.907C464.349,-570.651 474.268,-560.732 483.791,-551.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"486.383,-553.567 490.979,-544.021 481.433,-548.617 486.383,-553.567\"/>\r\n",
       "</g>\r\n",
       "<!-- 16 -->\r\n",
       "<g id=\"node17\" class=\"node\"><title>16</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M511,-417.5C511,-417.5 436,-417.5 436,-417.5 430,-417.5 424,-411.5 424,-405.5 424,-405.5 424,-361.5 424,-361.5 424,-355.5 430,-349.5 436,-349.5 436,-349.5 511,-349.5 511,-349.5 517,-349.5 523,-355.5 523,-361.5 523,-361.5 523,-405.5 523,-405.5 523,-411.5 517,-417.5 511,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"444\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"434\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"432\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"444.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 15&#45;&gt;16 -->\r\n",
       "<g id=\"edge16\" class=\"edge\"><title>15&#45;&gt;16</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M511.377,-460.907C505.907,-449.873 499.971,-437.898 494.456,-426.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"497.519,-425.072 489.942,-417.667 491.247,-428.181 497.519,-425.072\"/>\r\n",
       "</g>\r\n",
       "<!-- 17 -->\r\n",
       "<g id=\"node18\" class=\"node\"><title>17</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M628,-417.5C628,-417.5 553,-417.5 553,-417.5 547,-417.5 541,-411.5 541,-405.5 541,-405.5 541,-361.5 541,-361.5 541,-355.5 547,-349.5 553,-349.5 553,-349.5 628,-349.5 628,-349.5 634,-349.5 640,-355.5 640,-361.5 640,-361.5 640,-405.5 640,-405.5 640,-411.5 634,-417.5 628,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"561\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"551\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"549\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"561.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 15&#45;&gt;17 -->\r\n",
       "<g id=\"edge17\" class=\"edge\"><title>15&#45;&gt;17</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M551.97,-460.907C557.534,-449.873 563.573,-437.898 569.183,-426.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"572.397,-428.172 573.775,-417.667 566.147,-425.02 572.397,-428.172\"/>\r\n",
       "</g>\r\n",
       "<!-- 19 -->\r\n",
       "<g id=\"node20\" class=\"node\"><title>19</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M456,-774.5C456,-774.5 381,-774.5 381,-774.5 375,-774.5 369,-768.5 369,-762.5 369,-762.5 369,-718.5 369,-718.5 369,-712.5 375,-706.5 381,-706.5 381,-706.5 456,-706.5 456,-706.5 462,-706.5 468,-712.5 468,-718.5 468,-718.5 468,-762.5 468,-762.5 468,-768.5 462,-774.5 456,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"389\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"379\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"377\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"389.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;19 -->\r\n",
       "<g id=\"edge19\" class=\"edge\"><title>18&#45;&gt;19</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M483.805,-817.907C473.997,-806.432 463.319,-793.938 453.493,-782.442\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"456.006,-779.995 446.848,-774.667 450.684,-784.543 456.006,-779.995\"/>\r\n",
       "</g>\r\n",
       "<!-- 20 -->\r\n",
       "<g id=\"node21\" class=\"node\"><title>20</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M573,-774.5C573,-774.5 498,-774.5 498,-774.5 492,-774.5 486,-768.5 486,-762.5 486,-762.5 486,-718.5 486,-718.5 486,-712.5 492,-706.5 498,-706.5 498,-706.5 573,-706.5 573,-706.5 579,-706.5 585,-712.5 585,-718.5 585,-718.5 585,-762.5 585,-762.5 585,-768.5 579,-774.5 573,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"506\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"496\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"494\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"506.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 18&#45;&gt;20 -->\r\n",
       "<g id=\"edge20\" class=\"edge\"><title>18&#45;&gt;20</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M524.398,-817.907C525.953,-807.204 527.637,-795.615 529.212,-784.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"532.707,-785.066 530.681,-774.667 525.779,-784.06 532.707,-785.066\"/>\r\n",
       "</g>\r\n",
       "<!-- 22 -->\r\n",
       "<g id=\"node23\" class=\"node\"><title>22</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.890196\" stroke=\"black\" d=\"M851.5,-901C851.5,-901 715.5,-901 715.5,-901 709.5,-901 703.5,-895 703.5,-889 703.5,-889 703.5,-830 703.5,-830 703.5,-824 709.5,-818 715.5,-818 715.5,-818 851.5,-818 851.5,-818 857.5,-818 863.5,-824 863.5,-830 863.5,-830 863.5,-889 863.5,-889 863.5,-895 857.5,-901 851.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"711.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BloodPressure ≤ 54.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"750\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.18</text>\r\n",
       "<text text-anchor=\"start\" x=\"739.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\r\n",
       "<text text-anchor=\"start\" x=\"738\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"754.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 21&#45;&gt;22 -->\r\n",
       "<g id=\"edge22\" class=\"edge\"><title>21&#45;&gt;22</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M845.54,-936.907C838.245,-927.923 830.444,-918.315 822.921,-909.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"825.422,-906.578 816.402,-901.021 819.988,-910.99 825.422,-906.578\"/>\r\n",
       "</g>\r\n",
       "<!-- 29 -->\r\n",
       "<g id=\"node30\" class=\"node\"><title>29</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.125490\" stroke=\"black\" d=\"M1040.5,-901C1040.5,-901 904.5,-901 904.5,-901 898.5,-901 892.5,-895 892.5,-889 892.5,-889 892.5,-830 892.5,-830 892.5,-824 898.5,-818 904.5,-818 904.5,-818 1040.5,-818 1040.5,-818 1046.5,-818 1052.5,-824 1052.5,-830 1052.5,-830 1052.5,-889 1052.5,-889 1052.5,-895 1046.5,-901 1040.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"900.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BloodPressure ≤ 65.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"934.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.498</text>\r\n",
       "<text text-anchor=\"start\" x=\"928.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"931\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"943.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 21&#45;&gt;29 -->\r\n",
       "<g id=\"edge29\" class=\"edge\"><title>21&#45;&gt;29</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M911.113,-936.907C918.331,-927.923 926.05,-918.315 933.494,-909.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"936.41,-911.009 939.945,-901.021 930.953,-906.624 936.41,-911.009\"/>\r\n",
       "</g>\r\n",
       "<!-- 23 -->\r\n",
       "<g id=\"node24\" class=\"node\"><title>23</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M690,-774.5C690,-774.5 615,-774.5 615,-774.5 609,-774.5 603,-768.5 603,-762.5 603,-762.5 603,-718.5 603,-718.5 603,-712.5 609,-706.5 615,-706.5 615,-706.5 690,-706.5 690,-706.5 696,-706.5 702,-712.5 702,-718.5 702,-718.5 702,-762.5 702,-762.5 702,-768.5 696,-774.5 690,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"623\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"613\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"611\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"623.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 22&#45;&gt;23 -->\r\n",
       "<g id=\"edge23\" class=\"edge\"><title>22&#45;&gt;23</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M738.05,-817.907C724.83,-806.101 710.405,-793.217 697.23,-781.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"699.425,-778.718 689.636,-774.667 694.763,-783.939 699.425,-778.718\"/>\r\n",
       "</g>\r\n",
       "<!-- 24 -->\r\n",
       "<g id=\"node25\" class=\"node\"><title>24</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.945098\" stroke=\"black\" d=\"M834.5,-782C834.5,-782 732.5,-782 732.5,-782 726.5,-782 720.5,-776 720.5,-770 720.5,-770 720.5,-711 720.5,-711 720.5,-705 726.5,-699 732.5,-699 732.5,-699 834.5,-699 834.5,-699 840.5,-699 846.5,-705 846.5,-711 846.5,-711 846.5,-770 846.5,-770 846.5,-776 840.5,-782 834.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"728.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 111.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"754\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.1</text>\r\n",
       "<text text-anchor=\"start\" x=\"739.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"start\" x=\"738\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"754.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 22&#45;&gt;24 -->\r\n",
       "<g id=\"edge24\" class=\"edge\"><title>22&#45;&gt;24</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M783.5,-817.907C783.5,-809.649 783.5,-800.864 783.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"787,-792.021 783.5,-782.021 780,-792.021 787,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 25 -->\r\n",
       "<g id=\"node26\" class=\"node\"><title>25</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M652,-655.5C652,-655.5 569,-655.5 569,-655.5 563,-655.5 557,-649.5 557,-643.5 557,-643.5 557,-599.5 557,-599.5 557,-593.5 563,-587.5 569,-587.5 569,-587.5 652,-587.5 652,-587.5 658,-587.5 664,-593.5 664,-599.5 664,-599.5 664,-643.5 664,-643.5 664,-649.5 658,-655.5 652,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"581\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"566.5\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"565\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"581.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;25 -->\r\n",
       "<g id=\"edge25\" class=\"edge\"><title>24&#45;&gt;25</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M723.479,-698.907C705.531,-686.769 685.9,-673.493 668.111,-661.462\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"669.786,-658.37 659.542,-655.667 665.864,-664.168 669.786,-658.37\"/>\r\n",
       "</g>\r\n",
       "<!-- 26 -->\r\n",
       "<g id=\"node27\" class=\"node\"><title>26</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M769,-663C769,-663 694,-663 694,-663 688,-663 682,-657 682,-651 682,-651 682,-592 682,-592 682,-586 688,-580 694,-580 694,-580 769,-580 769,-580 775,-580 781,-586 781,-592 781,-592 781,-651 781,-651 781,-657 775,-663 769,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"690.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 34.85</text>\r\n",
       "<text text-anchor=\"start\" x=\"693.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"692\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"690\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"702.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 24&#45;&gt;26 -->\r\n",
       "<g id=\"edge26\" class=\"edge\"><title>24&#45;&gt;26</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M765.459,-698.907C761.627,-690.286 757.54,-681.09 753.578,-672.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"756.769,-670.737 749.509,-663.021 750.372,-673.58 756.769,-670.737\"/>\r\n",
       "</g>\r\n",
       "<!-- 27 -->\r\n",
       "<g id=\"node28\" class=\"node\"><title>27</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M700,-536.5C700,-536.5 625,-536.5 625,-536.5 619,-536.5 613,-530.5 613,-524.5 613,-524.5 613,-480.5 613,-480.5 613,-474.5 619,-468.5 625,-468.5 625,-468.5 700,-468.5 700,-468.5 706,-468.5 712,-474.5 712,-480.5 712,-480.5 712,-524.5 712,-524.5 712,-530.5 706,-536.5 700,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"633\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"623\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"621\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"633.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 26&#45;&gt;27 -->\r\n",
       "<g id=\"edge27\" class=\"edge\"><title>26&#45;&gt;27</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M707.561,-579.907C700.988,-568.763 693.85,-556.658 687.233,-545.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"690.155,-543.503 682.06,-536.667 684.125,-547.059 690.155,-543.503\"/>\r\n",
       "</g>\r\n",
       "<!-- 28 -->\r\n",
       "<g id=\"node29\" class=\"node\"><title>28</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M817,-536.5C817,-536.5 742,-536.5 742,-536.5 736,-536.5 730,-530.5 730,-524.5 730,-524.5 730,-480.5 730,-480.5 730,-474.5 736,-468.5 742,-468.5 742,-468.5 817,-468.5 817,-468.5 823,-468.5 829,-474.5 829,-480.5 829,-480.5 829,-524.5 829,-524.5 829,-530.5 823,-536.5 817,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"750\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"740\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"738\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"750.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 26&#45;&gt;28 -->\r\n",
       "<g id=\"edge28\" class=\"edge\"><title>26&#45;&gt;28</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M748.153,-579.907C752.635,-568.983 757.495,-557.137 762.02,-546.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"765.336,-547.247 765.893,-536.667 758.859,-544.59 765.336,-547.247\"/>\r\n",
       "</g>\r\n",
       "<!-- 30 -->\r\n",
       "<g id=\"node31\" class=\"node\"><title>30</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.749020\" stroke=\"black\" d=\"M1013.5,-782C1013.5,-782 931.5,-782 931.5,-782 925.5,-782 919.5,-776 919.5,-770 919.5,-770 919.5,-711 919.5,-711 919.5,-705 925.5,-699 931.5,-699 931.5,-699 1013.5,-699 1013.5,-699 1019.5,-699 1025.5,-705 1025.5,-711 1025.5,-711 1025.5,-770 1025.5,-770 1025.5,-776 1019.5,-782 1013.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"927.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Insulin ≤ 99.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"939\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"933\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"931\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"943.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;30 -->\r\n",
       "<g id=\"edge30\" class=\"edge\"><title>29&#45;&gt;30</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M972.5,-817.907C972.5,-809.649 972.5,-800.864 972.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"976,-792.021 972.5,-782.021 969,-792.021 976,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 35 -->\r\n",
       "<g id=\"node36\" class=\"node\"><title>35</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.572549\" stroke=\"black\" d=\"M1182.5,-782C1182.5,-782 1102.5,-782 1102.5,-782 1096.5,-782 1090.5,-776 1090.5,-770 1090.5,-770 1090.5,-711 1090.5,-711 1090.5,-705 1096.5,-699 1102.5,-699 1102.5,-699 1182.5,-699 1182.5,-699 1188.5,-699 1194.5,-705 1194.5,-711 1194.5,-711 1194.5,-770 1194.5,-770 1194.5,-776 1188.5,-782 1182.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1105.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 26.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1109\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.42</text>\r\n",
       "<text text-anchor=\"start\" x=\"1098.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"1101\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [7, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1113.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 29&#45;&gt;35 -->\r\n",
       "<g id=\"edge35\" class=\"edge\"><title>29&#45;&gt;35</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1031.48,-817.907C1047.81,-806.667 1065.56,-794.45 1081.98,-783.15\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1084.18,-785.887 1090.43,-777.334 1080.21,-780.12 1084.18,-785.887\"/>\r\n",
       "</g>\r\n",
       "<!-- 31 -->\r\n",
       "<g id=\"node32\" class=\"node\"><title>31</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M886,-655.5C886,-655.5 811,-655.5 811,-655.5 805,-655.5 799,-649.5 799,-643.5 799,-643.5 799,-599.5 799,-599.5 799,-593.5 805,-587.5 811,-587.5 811,-587.5 886,-587.5 886,-587.5 892,-587.5 898,-593.5 898,-599.5 898,-599.5 898,-643.5 898,-643.5 898,-649.5 892,-655.5 886,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"819\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"809\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"807\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"819.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 30&#45;&gt;31 -->\r\n",
       "<g id=\"edge31\" class=\"edge\"><title>30&#45;&gt;31</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M929.479,-698.907C917.082,-687.211 903.566,-674.457 891.19,-662.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"893.327,-659.984 883.651,-655.667 888.523,-665.075 893.327,-659.984\"/>\r\n",
       "</g>\r\n",
       "<!-- 32 -->\r\n",
       "<g id=\"node33\" class=\"node\"><title>32</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1063,-663C1063,-663 928,-663 928,-663 922,-663 916,-657 916,-651 916,-651 916,-592 916,-592 916,-586 922,-580 928,-580 928,-580 1063,-580 1063,-580 1069,-580 1075,-586 1075,-592 1075,-592 1075,-651 1075,-651 1075,-657 1069,-663 1063,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"924\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 34.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"966\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"956\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"954\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"966.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 30&#45;&gt;32 -->\r\n",
       "<g id=\"edge32\" class=\"edge\"><title>30&#45;&gt;32</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M980.48,-698.907C982.121,-690.558 983.868,-681.671 985.569,-673.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"989.04,-673.508 987.534,-663.021 982.171,-672.158 989.04,-673.508\"/>\r\n",
       "</g>\r\n",
       "<!-- 33 -->\r\n",
       "<g id=\"node34\" class=\"node\"><title>33</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M962,-536.5C962,-536.5 887,-536.5 887,-536.5 881,-536.5 875,-530.5 875,-524.5 875,-524.5 875,-480.5 875,-480.5 875,-474.5 881,-468.5 887,-468.5 887,-468.5 962,-468.5 962,-468.5 968,-468.5 974,-474.5 974,-480.5 974,-480.5 974,-524.5 974,-524.5 974,-530.5 968,-536.5 962,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"895\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"885\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"883\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"895.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;33 -->\r\n",
       "<g id=\"edge33\" class=\"edge\"><title>32&#45;&gt;33</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M970.867,-579.907C964.104,-568.763 956.758,-556.658 949.95,-545.439\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"952.807,-543.4 944.627,-536.667 946.823,-547.032 952.807,-543.4\"/>\r\n",
       "</g>\r\n",
       "<!-- 34 -->\r\n",
       "<g id=\"node35\" class=\"node\"><title>34</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1079,-536.5C1079,-536.5 1004,-536.5 1004,-536.5 998,-536.5 992,-530.5 992,-524.5 992,-524.5 992,-480.5 992,-480.5 992,-474.5 998,-468.5 1004,-468.5 1004,-468.5 1079,-468.5 1079,-468.5 1085,-468.5 1091,-474.5 1091,-480.5 1091,-480.5 1091,-524.5 1091,-524.5 1091,-530.5 1085,-536.5 1079,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1012\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1002\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1000\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1012.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 32&#45;&gt;34 -->\r\n",
       "<g id=\"edge34\" class=\"edge\"><title>32&#45;&gt;34</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1011.46,-579.907C1015.75,-568.983 1020.41,-557.137 1024.75,-546.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1028.06,-547.254 1028.46,-536.667 1021.54,-544.693 1028.06,-547.254\"/>\r\n",
       "</g>\r\n",
       "<!-- 36 -->\r\n",
       "<g id=\"node37\" class=\"node\"><title>36</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1180,-655.5C1180,-655.5 1105,-655.5 1105,-655.5 1099,-655.5 1093,-649.5 1093,-643.5 1093,-643.5 1093,-599.5 1093,-599.5 1093,-593.5 1099,-587.5 1105,-587.5 1105,-587.5 1180,-587.5 1180,-587.5 1186,-587.5 1192,-593.5 1192,-599.5 1192,-599.5 1192,-643.5 1192,-643.5 1192,-649.5 1186,-655.5 1180,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1113\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1103\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"1101\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [6, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1113.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 35&#45;&gt;36 -->\r\n",
       "<g id=\"edge36\" class=\"edge\"><title>35&#45;&gt;36</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1142.5,-698.907C1142.5,-688.204 1142.5,-676.615 1142.5,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1146,-665.667 1142.5,-655.667 1139,-665.667 1146,-665.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 37 -->\r\n",
       "<g id=\"node38\" class=\"node\"><title>37</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M1357,-663C1357,-663 1222,-663 1222,-663 1216,-663 1210,-657 1210,-651 1210,-651 1210,-592 1210,-592 1210,-586 1216,-580 1222,-580 1222,-580 1357,-580 1357,-580 1363,-580 1369,-586 1369,-592 1369,-592 1369,-651 1369,-651 1369,-657 1363,-663 1357,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1218\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 48.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1251.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1250\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1248\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1260.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 35&#45;&gt;37 -->\r\n",
       "<g id=\"edge37\" class=\"edge\"><title>35&#45;&gt;37</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1193.5,-698.907C1205.47,-689.379 1218.33,-679.148 1230.61,-669.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1232.94,-671.987 1238.59,-663.021 1228.59,-666.51 1232.94,-671.987\"/>\r\n",
       "</g>\r\n",
       "<!-- 38 -->\r\n",
       "<g id=\"node39\" class=\"node\"><title>38</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1210,-536.5C1210,-536.5 1135,-536.5 1135,-536.5 1129,-536.5 1123,-530.5 1123,-524.5 1123,-524.5 1123,-480.5 1123,-480.5 1123,-474.5 1129,-468.5 1135,-468.5 1135,-468.5 1210,-468.5 1210,-468.5 1216,-468.5 1222,-474.5 1222,-480.5 1222,-480.5 1222,-524.5 1222,-524.5 1222,-530.5 1216,-536.5 1210,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1143\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1133\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1131\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1143.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 37&#45;&gt;38 -->\r\n",
       "<g id=\"edge38\" class=\"edge\"><title>37&#45;&gt;38</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1248.91,-579.907C1237.21,-568.211 1224.46,-555.457 1212.78,-543.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1215.21,-541.263 1205.67,-536.667 1210.26,-546.213 1215.21,-541.263\"/>\r\n",
       "</g>\r\n",
       "<!-- 39 -->\r\n",
       "<g id=\"node40\" class=\"node\"><title>39</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1327,-536.5C1327,-536.5 1252,-536.5 1252,-536.5 1246,-536.5 1240,-530.5 1240,-524.5 1240,-524.5 1240,-480.5 1240,-480.5 1240,-474.5 1246,-468.5 1252,-468.5 1252,-468.5 1327,-468.5 1327,-468.5 1333,-468.5 1339,-474.5 1339,-480.5 1339,-480.5 1339,-524.5 1339,-524.5 1339,-530.5 1333,-536.5 1327,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1260\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1250\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1248\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1260.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 37&#45;&gt;39 -->\r\n",
       "<g id=\"edge39\" class=\"edge\"><title>37&#45;&gt;39</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1289.5,-579.907C1289.5,-569.204 1289.5,-557.615 1289.5,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1293,-546.667 1289.5,-536.667 1286,-546.667 1293,-546.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 42 -->\r\n",
       "<g id=\"node43\" class=\"node\"><title>42</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M1513.5,-1139C1513.5,-1139 1419.5,-1139 1419.5,-1139 1413.5,-1139 1407.5,-1133 1407.5,-1127 1407.5,-1127 1407.5,-1068 1407.5,-1068 1407.5,-1062 1413.5,-1056 1419.5,-1056 1419.5,-1056 1513.5,-1056 1513.5,-1056 1519.5,-1056 1525.5,-1062 1525.5,-1068 1525.5,-1068 1525.5,-1127 1525.5,-1127 1525.5,-1133 1519.5,-1139 1513.5,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1415.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 94.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1428.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1422.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 51</text>\r\n",
       "<text text-anchor=\"start\" x=\"1416.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 17]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1437.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 41&#45;&gt;42 -->\r\n",
       "<g id=\"edge42\" class=\"edge\"><title>41&#45;&gt;42</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1508.3,-1174.91C1503.53,-1166.2 1498.44,-1156.9 1493.52,-1147.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1496.53,-1146.11 1488.67,-1139.02 1490.39,-1149.47 1496.53,-1146.11\"/>\r\n",
       "</g>\r\n",
       "<!-- 67 -->\r\n",
       "<g id=\"node68\" class=\"node\"><title>67</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1631,-1131.5C1631,-1131.5 1556,-1131.5 1556,-1131.5 1550,-1131.5 1544,-1125.5 1544,-1119.5 1544,-1119.5 1544,-1075.5 1544,-1075.5 1544,-1069.5 1550,-1063.5 1556,-1063.5 1556,-1063.5 1631,-1063.5 1631,-1063.5 1637,-1063.5 1643,-1069.5 1643,-1075.5 1643,-1075.5 1643,-1119.5 1643,-1119.5 1643,-1125.5 1637,-1131.5 1631,-1131.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1564\" y=\"-1116.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1554\" y=\"-1101.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1552\" y=\"-1086.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1564.5\" y=\"-1071.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 41&#45;&gt;67 -->\r\n",
       "<g id=\"edge67\" class=\"edge\"><title>41&#45;&gt;67</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1552.36,-1174.91C1558.3,-1163.87 1564.75,-1151.9 1570.74,-1140.77\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1573.98,-1142.13 1575.64,-1131.67 1567.82,-1138.81 1573.98,-1142.13\"/>\r\n",
       "</g>\r\n",
       "<!-- 43 -->\r\n",
       "<g id=\"node44\" class=\"node\"><title>43</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.874510\" stroke=\"black\" d=\"M1443,-1020C1443,-1020 1360,-1020 1360,-1020 1354,-1020 1348,-1014 1348,-1008 1348,-1008 1348,-949 1348,-949 1348,-943 1354,-937 1360,-937 1360,-937 1443,-937 1443,-937 1449,-937 1455,-943 1455,-949 1455,-949 1455,-1008 1455,-1008 1455,-1014 1449,-1020 1443,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1360.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 38.65</text>\r\n",
       "<text text-anchor=\"start\" x=\"1363.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.198</text>\r\n",
       "<text text-anchor=\"start\" x=\"1357.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"start\" x=\"1356\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1372.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;43 -->\r\n",
       "<g id=\"edge43\" class=\"edge\"><title>42&#45;&gt;43</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1443.95,-1055.91C1439.11,-1047.2 1433.94,-1037.9 1428.94,-1028.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1431.93,-1027.06 1424.01,-1020.02 1425.81,-1030.46 1431.93,-1027.06\"/>\r\n",
       "</g>\r\n",
       "<!-- 46 -->\r\n",
       "<g id=\"node47\" class=\"node\"><title>46</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.164706\" stroke=\"black\" d=\"M1577.5,-1020C1577.5,-1020 1485.5,-1020 1485.5,-1020 1479.5,-1020 1473.5,-1014 1473.5,-1008 1473.5,-1008 1473.5,-949 1473.5,-949 1473.5,-943 1479.5,-937 1485.5,-937 1485.5,-937 1577.5,-937 1577.5,-937 1583.5,-937 1589.5,-943 1589.5,-949 1589.5,-949 1589.5,-1008 1589.5,-1008 1589.5,-1014 1583.5,-1020 1577.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1490.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 27.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"1493.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.496</text>\r\n",
       "<text text-anchor=\"start\" x=\"1487.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 33</text>\r\n",
       "<text text-anchor=\"start\" x=\"1481.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 15]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1502.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 42&#45;&gt;46 -->\r\n",
       "<g id=\"edge46\" class=\"edge\"><title>42&#45;&gt;46</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1489.05,-1055.91C1493.89,-1047.2 1499.06,-1037.9 1504.06,-1028.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1507.19,-1030.46 1508.99,-1020.02 1501.07,-1027.06 1507.19,-1030.46\"/>\r\n",
       "</g>\r\n",
       "<!-- 44 -->\r\n",
       "<g id=\"node45\" class=\"node\"><title>44</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1325,-893.5C1325,-893.5 1242,-893.5 1242,-893.5 1236,-893.5 1230,-887.5 1230,-881.5 1230,-881.5 1230,-837.5 1230,-837.5 1230,-831.5 1236,-825.5 1242,-825.5 1242,-825.5 1325,-825.5 1325,-825.5 1331,-825.5 1337,-831.5 1337,-837.5 1337,-837.5 1337,-881.5 1337,-881.5 1337,-887.5 1331,-893.5 1325,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1254\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1239.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"1238\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1254.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;44 -->\r\n",
       "<g id=\"edge44\" class=\"edge\"><title>43&#45;&gt;44</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1360.56,-936.907C1348.76,-925.211 1335.9,-912.457 1324.12,-900.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1326.52,-898.222 1316.95,-893.667 1321.59,-903.193 1326.52,-898.222\"/>\r\n",
       "</g>\r\n",
       "<!-- 45 -->\r\n",
       "<g id=\"node46\" class=\"node\"><title>45</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1442,-893.5C1442,-893.5 1367,-893.5 1367,-893.5 1361,-893.5 1355,-887.5 1355,-881.5 1355,-881.5 1355,-837.5 1355,-837.5 1355,-831.5 1361,-825.5 1367,-825.5 1367,-825.5 1442,-825.5 1442,-825.5 1448,-825.5 1454,-831.5 1454,-837.5 1454,-837.5 1454,-881.5 1454,-881.5 1454,-887.5 1448,-893.5 1442,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1375\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1365\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1363\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1375.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 43&#45;&gt;45 -->\r\n",
       "<g id=\"edge45\" class=\"edge\"><title>43&#45;&gt;45</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1402.54,-936.907C1402.82,-926.204 1403.11,-914.615 1403.39,-903.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1406.89,-903.753 1403.65,-893.667 1399.89,-903.574 1406.89,-903.753\"/>\r\n",
       "</g>\r\n",
       "<!-- 47 -->\r\n",
       "<g id=\"node48\" class=\"node\"><title>47</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1565,-893.5C1565,-893.5 1490,-893.5 1490,-893.5 1484,-893.5 1478,-887.5 1478,-881.5 1478,-881.5 1478,-837.5 1478,-837.5 1478,-831.5 1484,-825.5 1490,-825.5 1490,-825.5 1565,-825.5 1565,-825.5 1571,-825.5 1577,-831.5 1577,-837.5 1577,-837.5 1577,-881.5 1577,-881.5 1577,-887.5 1571,-893.5 1565,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1498\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1488\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1486\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1498.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 46&#45;&gt;47 -->\r\n",
       "<g id=\"edge47\" class=\"edge\"><title>46&#45;&gt;47</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1530.11,-936.907C1529.75,-926.204 1529.35,-914.615 1528.98,-903.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1532.47,-903.541 1528.63,-893.667 1525.48,-903.781 1532.47,-903.541\"/>\r\n",
       "</g>\r\n",
       "<!-- 48 -->\r\n",
       "<g id=\"node49\" class=\"node\"><title>48</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.133333\" stroke=\"black\" d=\"M1699.5,-901C1699.5,-901 1607.5,-901 1607.5,-901 1601.5,-901 1595.5,-895 1595.5,-889 1595.5,-889 1595.5,-830 1595.5,-830 1595.5,-824 1601.5,-818 1607.5,-818 1607.5,-818 1699.5,-818 1699.5,-818 1705.5,-818 1711.5,-824 1711.5,-830 1711.5,-830 1711.5,-889 1711.5,-889 1711.5,-895 1705.5,-901 1699.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1616.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 44.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1615.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.497</text>\r\n",
       "<text text-anchor=\"start\" x=\"1609.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 28</text>\r\n",
       "<text text-anchor=\"start\" x=\"1603.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 15]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1624.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 46&#45;&gt;48 -->\r\n",
       "<g id=\"edge48\" class=\"edge\"><title>46&#45;&gt;48</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1573.83,-936.907C1583.48,-927.651 1593.82,-917.732 1603.75,-908.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1606.45,-910.469 1611.25,-901.021 1601.61,-905.416 1606.45,-910.469\"/>\r\n",
       "</g>\r\n",
       "<!-- 49 -->\r\n",
       "<g id=\"node50\" class=\"node\"><title>49</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.584314\" stroke=\"black\" d=\"M1576.5,-782C1576.5,-782 1474.5,-782 1474.5,-782 1468.5,-782 1462.5,-776 1462.5,-770 1462.5,-770 1462.5,-711 1462.5,-711 1462.5,-705 1468.5,-699 1474.5,-699 1474.5,-699 1576.5,-699 1576.5,-699 1582.5,-699 1588.5,-705 1588.5,-711 1588.5,-711 1588.5,-770 1588.5,-770 1588.5,-776 1582.5,-782 1576.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1470.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 108.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1487.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.415</text>\r\n",
       "<text text-anchor=\"start\" x=\"1481.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 17</text>\r\n",
       "<text text-anchor=\"start\" x=\"1480\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 12]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1496.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 48&#45;&gt;49 -->\r\n",
       "<g id=\"edge49\" class=\"edge\"><title>48&#45;&gt;49</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1609.09,-817.907C1598.86,-808.56 1587.9,-798.538 1577.39,-788.929\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1579.57,-786.184 1569.83,-782.021 1574.85,-791.351 1579.57,-786.184\"/>\r\n",
       "</g>\r\n",
       "<!-- 58 -->\r\n",
       "<g id=\"node59\" class=\"node\"><title>58</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.623529\" stroke=\"black\" d=\"M1822.5,-782C1822.5,-782 1618.5,-782 1618.5,-782 1612.5,-782 1606.5,-776 1606.5,-770 1606.5,-770 1606.5,-711 1606.5,-711 1606.5,-705 1612.5,-699 1618.5,-699 1618.5,-699 1822.5,-699 1822.5,-699 1828.5,-699 1834.5,-705 1834.5,-711 1834.5,-711 1834.5,-770 1834.5,-770 1834.5,-776 1828.5,-782 1822.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1614.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1682.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.397</text>\r\n",
       "<text text-anchor=\"start\" x=\"1676.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"1679\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1691.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 48&#45;&gt;58 -->\r\n",
       "<g id=\"edge58\" class=\"edge\"><title>48&#45;&gt;58</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1676.75,-817.907C1681.73,-809.195 1687.06,-799.897 1692.21,-790.893\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1695.36,-792.438 1697.3,-782.021 1689.29,-788.959 1695.36,-792.438\"/>\r\n",
       "</g>\r\n",
       "<!-- 50 -->\r\n",
       "<g id=\"node51\" class=\"node\"><title>50</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.164706\" stroke=\"black\" d=\"M1479.5,-663C1479.5,-663 1399.5,-663 1399.5,-663 1393.5,-663 1387.5,-657 1387.5,-651 1387.5,-651 1387.5,-592 1387.5,-592 1387.5,-586 1393.5,-580 1399.5,-580 1399.5,-580 1479.5,-580 1479.5,-580 1485.5,-580 1491.5,-586 1491.5,-592 1491.5,-592 1491.5,-651 1491.5,-651 1491.5,-657 1485.5,-663 1479.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1403\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 32.4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1401.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.496</text>\r\n",
       "<text text-anchor=\"start\" x=\"1395.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"1398\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1410.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 49&#45;&gt;50 -->\r\n",
       "<g id=\"edge50\" class=\"edge\"><title>49&#45;&gt;50</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1495.66,-698.907C1489.13,-690.014 1482.14,-680.509 1475.39,-671.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1478.03,-669.005 1469.28,-663.021 1472.39,-673.151 1478.03,-669.005\"/>\r\n",
       "</g>\r\n",
       "<!-- 57 -->\r\n",
       "<g id=\"node58\" class=\"node\"><title>57</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1597,-655.5C1597,-655.5 1522,-655.5 1522,-655.5 1516,-655.5 1510,-649.5 1510,-643.5 1510,-643.5 1510,-599.5 1510,-599.5 1510,-593.5 1516,-587.5 1522,-587.5 1522,-587.5 1597,-587.5 1597,-587.5 1603,-587.5 1609,-593.5 1609,-599.5 1609,-599.5 1609,-643.5 1609,-643.5 1609,-649.5 1603,-655.5 1597,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1530\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1520\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"1518\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1530.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 49&#45;&gt;57 -->\r\n",
       "<g id=\"edge57\" class=\"edge\"><title>49&#45;&gt;57</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1537.3,-698.907C1540.44,-688.094 1543.84,-676.376 1547.02,-665.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1550.43,-666.246 1549.86,-655.667 1543.71,-664.293 1550.43,-666.246\"/>\r\n",
       "</g>\r\n",
       "<!-- 51 -->\r\n",
       "<g id=\"node52\" class=\"node\"><title>51</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1445,-536.5C1445,-536.5 1370,-536.5 1370,-536.5 1364,-536.5 1358,-530.5 1358,-524.5 1358,-524.5 1358,-480.5 1358,-480.5 1358,-474.5 1364,-468.5 1370,-468.5 1370,-468.5 1445,-468.5 1445,-468.5 1451,-468.5 1457,-474.5 1457,-480.5 1457,-480.5 1457,-524.5 1457,-524.5 1457,-530.5 1451,-536.5 1445,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1378\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1368\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1366\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1378.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;51 -->\r\n",
       "<g id=\"edge51\" class=\"edge\"><title>50&#45;&gt;51</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1428.4,-579.907C1425.44,-569.094 1422.24,-557.376 1419.24,-546.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1422.59,-545.389 1416.57,-536.667 1415.83,-547.236 1422.59,-545.389\"/>\r\n",
       "</g>\r\n",
       "<!-- 52 -->\r\n",
       "<g id=\"node53\" class=\"node\"><title>52</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.400000\" stroke=\"black\" d=\"M1562,-544C1562,-544 1487,-544 1487,-544 1481,-544 1475,-538 1475,-532 1475,-532 1475,-473 1475,-473 1475,-467 1481,-461 1487,-461 1487,-461 1562,-461 1562,-461 1568,-461 1574,-467 1574,-473 1574,-473 1574,-532 1574,-532 1574,-538 1568,-544 1562,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1488\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 38.9</text>\r\n",
       "<text text-anchor=\"start\" x=\"1486.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.469</text>\r\n",
       "<text text-anchor=\"start\" x=\"1485\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"1483\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1495.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 50&#45;&gt;52 -->\r\n",
       "<g id=\"edge52\" class=\"edge\"><title>50&#45;&gt;52</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1468.99,-579.907C1475.45,-571.014 1482.36,-561.509 1489.02,-552.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1492.02,-554.168 1495.06,-544.021 1486.35,-550.054 1492.02,-554.168\"/>\r\n",
       "</g>\r\n",
       "<!-- 53 -->\r\n",
       "<g id=\"node54\" class=\"node\"><title>53</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.800000\" stroke=\"black\" d=\"M1446,-425C1446,-425 1333,-425 1333,-425 1327,-425 1321,-419 1321,-413 1321,-413 1321,-354 1321,-354 1321,-348 1327,-342 1333,-342 1333,-342 1446,-342 1446,-342 1452,-342 1458,-348 1458,-354 1458,-354 1458,-413 1458,-413 1458,-419 1452,-425 1446,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1329\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pregnancies ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1351.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"1350\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"1348\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1360.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 52&#45;&gt;53 -->\r\n",
       "<g id=\"edge53\" class=\"edge\"><title>52&#45;&gt;53</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1477.66,-460.907C1466.77,-451.469 1455.09,-441.343 1443.9,-431.649\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1446.1,-428.925 1436.25,-425.021 1441.52,-434.215 1446.1,-428.925\"/>\r\n",
       "</g>\r\n",
       "<!-- 56 -->\r\n",
       "<g id=\"node57\" class=\"node\"><title>56</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1563,-417.5C1563,-417.5 1488,-417.5 1488,-417.5 1482,-417.5 1476,-411.5 1476,-405.5 1476,-405.5 1476,-361.5 1476,-361.5 1476,-355.5 1482,-349.5 1488,-349.5 1488,-349.5 1563,-349.5 1563,-349.5 1569,-349.5 1575,-355.5 1575,-361.5 1575,-361.5 1575,-405.5 1575,-405.5 1575,-411.5 1569,-417.5 1563,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1496\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1486\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1484\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1496.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 52&#45;&gt;56 -->\r\n",
       "<g id=\"edge56\" class=\"edge\"><title>52&#45;&gt;56</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1524.85,-460.907C1524.94,-450.204 1525.04,-438.615 1525.13,-427.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1528.63,-427.697 1525.22,-417.667 1521.63,-427.637 1528.63,-427.697\"/>\r\n",
       "</g>\r\n",
       "<!-- 54 -->\r\n",
       "<g id=\"node55\" class=\"node\"><title>54</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1336,-298.5C1336,-298.5 1261,-298.5 1261,-298.5 1255,-298.5 1249,-292.5 1249,-286.5 1249,-286.5 1249,-242.5 1249,-242.5 1249,-236.5 1255,-230.5 1261,-230.5 1261,-230.5 1336,-230.5 1336,-230.5 1342,-230.5 1348,-236.5 1348,-242.5 1348,-242.5 1348,-286.5 1348,-286.5 1348,-292.5 1342,-298.5 1336,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1269\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1259\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1257\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1269.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 53&#45;&gt;54 -->\r\n",
       "<g id=\"edge54\" class=\"edge\"><title>53&#45;&gt;54</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1357.93,-341.907C1349.09,-330.542 1339.47,-318.178 1330.6,-306.774\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1333.2,-304.412 1324.3,-298.667 1327.67,-308.709 1333.2,-304.412\"/>\r\n",
       "</g>\r\n",
       "<!-- 55 -->\r\n",
       "<g id=\"node56\" class=\"node\"><title>55</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1453,-298.5C1453,-298.5 1378,-298.5 1378,-298.5 1372,-298.5 1366,-292.5 1366,-286.5 1366,-286.5 1366,-242.5 1366,-242.5 1366,-236.5 1372,-230.5 1378,-230.5 1378,-230.5 1453,-230.5 1453,-230.5 1459,-230.5 1465,-236.5 1465,-242.5 1465,-242.5 1465,-286.5 1465,-286.5 1465,-292.5 1459,-298.5 1453,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1386\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1376\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1374\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1386.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 53&#45;&gt;55 -->\r\n",
       "<g id=\"edge55\" class=\"edge\"><title>53&#45;&gt;55</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1398.52,-341.907C1400.92,-331.094 1403.53,-319.376 1405.96,-308.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1409.38,-309.188 1408.13,-298.667 1402.54,-307.67 1409.38,-309.188\"/>\r\n",
       "</g>\r\n",
       "<!-- 59 -->\r\n",
       "<g id=\"node60\" class=\"node\"><title>59</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1714,-655.5C1714,-655.5 1639,-655.5 1639,-655.5 1633,-655.5 1627,-649.5 1627,-643.5 1627,-643.5 1627,-599.5 1627,-599.5 1627,-593.5 1633,-587.5 1639,-587.5 1639,-587.5 1714,-587.5 1714,-587.5 1720,-587.5 1726,-593.5 1726,-599.5 1726,-599.5 1726,-643.5 1726,-643.5 1726,-649.5 1720,-655.5 1714,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1647\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1637\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1635\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1647.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 58&#45;&gt;59 -->\r\n",
       "<g id=\"edge59\" class=\"edge\"><title>58&#45;&gt;59</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1705.23,-698.907C1701.13,-687.983 1696.67,-676.137 1692.52,-665.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1695.77,-663.795 1688.97,-655.667 1689.22,-666.259 1695.77,-663.795\"/>\r\n",
       "</g>\r\n",
       "<!-- 60 -->\r\n",
       "<g id=\"node61\" class=\"node\"><title>60</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1831,-663C1831,-663 1756,-663 1756,-663 1750,-663 1744,-657 1744,-651 1744,-651 1744,-592 1744,-592 1744,-586 1750,-580 1756,-580 1756,-580 1831,-580 1831,-580 1837,-580 1843,-586 1843,-592 1843,-592 1843,-651 1843,-651 1843,-657 1837,-663 1831,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1757\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 36.7</text>\r\n",
       "<text text-anchor=\"start\" x=\"1764\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1754\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"1752\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1764.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 58&#45;&gt;60 -->\r\n",
       "<g id=\"edge60\" class=\"edge\"><title>58&#45;&gt;60</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1745.83,-698.907C1751.32,-690.105 1757.19,-680.703 1762.86,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1765.89,-673.358 1768.22,-663.021 1759.95,-669.652 1765.89,-673.358\"/>\r\n",
       "</g>\r\n",
       "<!-- 61 -->\r\n",
       "<g id=\"node62\" class=\"node\"><title>61</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M1714,-544C1714,-544 1639,-544 1639,-544 1633,-544 1627,-538 1627,-532 1627,-532 1627,-473 1627,-473 1627,-467 1633,-461 1639,-461 1639,-461 1714,-461 1714,-461 1720,-461 1726,-467 1726,-473 1726,-473 1726,-532 1726,-532 1726,-538 1720,-544 1714,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1635.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 31.45</text>\r\n",
       "<text text-anchor=\"start\" x=\"1638.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1637\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1635\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1647.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 60&#45;&gt;61 -->\r\n",
       "<g id=\"edge61\" class=\"edge\"><title>60&#45;&gt;61</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1752.91,-579.907C1743.65,-570.651 1733.73,-560.732 1724.21,-551.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1726.57,-548.617 1717.02,-544.021 1721.62,-553.567 1726.57,-548.617\"/>\r\n",
       "</g>\r\n",
       "<!-- 66 -->\r\n",
       "<g id=\"node67\" class=\"node\"><title>66</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1831,-536.5C1831,-536.5 1756,-536.5 1756,-536.5 1750,-536.5 1744,-530.5 1744,-524.5 1744,-524.5 1744,-480.5 1744,-480.5 1744,-474.5 1750,-468.5 1756,-468.5 1756,-468.5 1831,-468.5 1831,-468.5 1837,-468.5 1843,-474.5 1843,-480.5 1843,-480.5 1843,-524.5 1843,-524.5 1843,-530.5 1837,-536.5 1831,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1764\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1754\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1752\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1764.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 60&#45;&gt;66 -->\r\n",
       "<g id=\"edge66\" class=\"edge\"><title>60&#45;&gt;66</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1793.5,-579.907C1793.5,-569.204 1793.5,-557.615 1793.5,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1797,-546.667 1793.5,-536.667 1790,-546.667 1797,-546.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 62 -->\r\n",
       "<g id=\"node63\" class=\"node\"><title>62</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1743,-425C1743,-425 1608,-425 1608,-425 1602,-425 1596,-419 1596,-413 1596,-413 1596,-354 1596,-354 1596,-348 1602,-342 1608,-342 1608,-342 1743,-342 1743,-342 1749,-342 1755,-348 1755,-354 1755,-354 1755,-413 1755,-413 1755,-419 1749,-425 1743,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1604\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 16.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1646\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"1636\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1634\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1646.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 61&#45;&gt;62 -->\r\n",
       "<g id=\"edge62\" class=\"edge\"><title>61&#45;&gt;62</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1676.15,-460.907C1676.08,-452.649 1676.01,-443.864 1675.93,-435.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1679.43,-434.99 1675.85,-425.021 1672.43,-435.05 1679.43,-434.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 65 -->\r\n",
       "<g id=\"node66\" class=\"node\"><title>65</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1860,-417.5C1860,-417.5 1785,-417.5 1785,-417.5 1779,-417.5 1773,-411.5 1773,-405.5 1773,-405.5 1773,-361.5 1773,-361.5 1773,-355.5 1779,-349.5 1785,-349.5 1785,-349.5 1860,-349.5 1860,-349.5 1866,-349.5 1872,-355.5 1872,-361.5 1872,-361.5 1872,-405.5 1872,-405.5 1872,-411.5 1866,-417.5 1860,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1793\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1783\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1781\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1793.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 61&#45;&gt;65 -->\r\n",
       "<g id=\"edge65\" class=\"edge\"><title>61&#45;&gt;65</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1726.34,-461.562C1741.39,-449.498 1757.91,-436.258 1772.95,-424.208\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1775.52,-426.636 1781.13,-417.651 1771.14,-421.173 1775.52,-426.636\"/>\r\n",
       "</g>\r\n",
       "<!-- 63 -->\r\n",
       "<g id=\"node64\" class=\"node\"><title>63</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1654,-298.5C1654,-298.5 1579,-298.5 1579,-298.5 1573,-298.5 1567,-292.5 1567,-286.5 1567,-286.5 1567,-242.5 1567,-242.5 1567,-236.5 1573,-230.5 1579,-230.5 1579,-230.5 1654,-230.5 1654,-230.5 1660,-230.5 1666,-236.5 1666,-242.5 1666,-242.5 1666,-286.5 1666,-286.5 1666,-292.5 1660,-298.5 1654,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1587\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1577\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1575\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1587.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;63 -->\r\n",
       "<g id=\"edge63\" class=\"edge\"><title>62&#45;&gt;63</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1655.03,-341.907C1649.47,-330.873 1643.43,-318.898 1637.82,-307.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1640.85,-306.02 1633.23,-298.667 1634.6,-309.172 1640.85,-306.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 64 -->\r\n",
       "<g id=\"node65\" class=\"node\"><title>64</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M1771,-298.5C1771,-298.5 1696,-298.5 1696,-298.5 1690,-298.5 1684,-292.5 1684,-286.5 1684,-286.5 1684,-242.5 1684,-242.5 1684,-236.5 1690,-230.5 1696,-230.5 1696,-230.5 1771,-230.5 1771,-230.5 1777,-230.5 1783,-236.5 1783,-242.5 1783,-242.5 1783,-286.5 1783,-286.5 1783,-292.5 1777,-298.5 1771,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1704\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1694\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1692\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1704.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 62&#45;&gt;64 -->\r\n",
       "<g id=\"edge64\" class=\"edge\"><title>62&#45;&gt;64</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1695.62,-341.907C1701.09,-330.873 1707.03,-318.898 1712.54,-307.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1715.75,-309.181 1717.06,-298.667 1709.48,-306.072 1715.75,-309.181\"/>\r\n",
       "</g>\r\n",
       "<!-- 69 -->\r\n",
       "<g id=\"node70\" class=\"node\"><title>69</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.058824\" stroke=\"black\" d=\"M2300.5,-1258C2300.5,-1258 2198.5,-1258 2198.5,-1258 2192.5,-1258 2186.5,-1252 2186.5,-1246 2186.5,-1246 2186.5,-1187 2186.5,-1187 2186.5,-1181 2192.5,-1175 2198.5,-1175 2198.5,-1175 2300.5,-1175 2300.5,-1175 2306.5,-1175 2312.5,-1181 2312.5,-1187 2312.5,-1187 2312.5,-1246 2312.5,-1246 2312.5,-1252 2306.5,-1258 2300.5,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2194.5\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 127.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2220\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2205.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 66</text>\r\n",
       "<text text-anchor=\"start\" x=\"2199.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [34, 32]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2220.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 68&#45;&gt;69 -->\r\n",
       "<g id=\"edge69\" class=\"edge\"><title>68&#45;&gt;69</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2249.5,-1293.91C2249.5,-1285.65 2249.5,-1276.86 2249.5,-1268.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2253,-1268.02 2249.5,-1258.02 2246,-1268.02 2253,-1268.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 100 -->\r\n",
       "<g id=\"node101\" class=\"node\"><title>100</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.721569\" stroke=\"black\" d=\"M3496,-1258C3496,-1258 3275,-1258 3275,-1258 3269,-1258 3263,-1252 3263,-1246 3263,-1246 3263,-1187 3263,-1187 3263,-1181 3269,-1175 3275,-1175 3275,-1175 3496,-1175 3496,-1175 3502,-1175 3508,-1181 3508,-1187 3508,-1187 3508,-1246 3508,-1246 3508,-1252 3502,-1258 3496,-1258\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3271\" y=\"-1242.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 1.379</text>\r\n",
       "<text text-anchor=\"start\" x=\"3347.5\" y=\"-1227.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.341</text>\r\n",
       "<text text-anchor=\"start\" x=\"3337.5\" y=\"-1212.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 165</text>\r\n",
       "<text text-anchor=\"start\" x=\"3331.5\" y=\"-1197.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [36, 129]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3356.5\" y=\"-1182.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 68&#45;&gt;100 -->\r\n",
       "<g id=\"edge100\" class=\"edge\"><title>68&#45;&gt;100</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2311.79,-1328.08C2490.42,-1309.69 3007.31,-1256.45 3252.9,-1231.16\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3253.37,-1234.63 3262.96,-1230.12 3252.65,-1227.66 3253.37,-1234.63\"/>\r\n",
       "</g>\r\n",
       "<!-- 70 -->\r\n",
       "<g id=\"node71\" class=\"node\"><title>70</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.811765\" stroke=\"black\" d=\"M2237,-1139C2237,-1139 2110,-1139 2110,-1139 2104,-1139 2098,-1133 2098,-1127 2098,-1127 2098,-1068 2098,-1068 2098,-1062 2104,-1056 2110,-1056 2110,-1056 2237,-1056 2237,-1056 2243,-1056 2249,-1062 2249,-1068 2249,-1068 2249,-1127 2249,-1127 2249,-1133 2243,-1139 2237,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2106\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 9.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2135.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.266</text>\r\n",
       "<text text-anchor=\"start\" x=\"2129.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 19</text>\r\n",
       "<text text-anchor=\"start\" x=\"2128\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [16, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2144.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;70 -->\r\n",
       "<g id=\"edge70\" class=\"edge\"><title>69&#45;&gt;70</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2223.13,-1174.91C2217.41,-1166.1 2211.31,-1156.7 2205.4,-1147.61\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2208.2,-1145.5 2199.82,-1139.02 2202.33,-1149.31 2208.2,-1145.5\"/>\r\n",
       "</g>\r\n",
       "<!-- 75 -->\r\n",
       "<g id=\"node76\" class=\"node\"><title>75</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.380392\" stroke=\"black\" d=\"M2371.5,-1139C2371.5,-1139 2279.5,-1139 2279.5,-1139 2273.5,-1139 2267.5,-1133 2267.5,-1127 2267.5,-1127 2267.5,-1068 2267.5,-1068 2267.5,-1062 2273.5,-1056 2279.5,-1056 2279.5,-1056 2371.5,-1056 2371.5,-1056 2377.5,-1056 2383.5,-1062 2383.5,-1068 2383.5,-1068 2383.5,-1127 2383.5,-1127 2383.5,-1133 2377.5,-1139 2371.5,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2284.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 34.45</text>\r\n",
       "<text text-anchor=\"start\" x=\"2287.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.473</text>\r\n",
       "<text text-anchor=\"start\" x=\"2281.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 47</text>\r\n",
       "<text text-anchor=\"start\" x=\"2275.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [18, 29]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 69&#45;&gt;75 -->\r\n",
       "<g id=\"edge75\" class=\"edge\"><title>69&#45;&gt;75</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2275.87,-1174.91C2281.59,-1166.1 2287.69,-1156.7 2293.6,-1147.61\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2296.67,-1149.31 2299.18,-1139.02 2290.8,-1145.5 2296.67,-1149.31\"/>\r\n",
       "</g>\r\n",
       "<!-- 71 -->\r\n",
       "<g id=\"node72\" class=\"node\"><title>71</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.666667\" stroke=\"black\" d=\"M2090,-1020C2090,-1020 1869,-1020 1869,-1020 1863,-1020 1857,-1014 1857,-1008 1857,-1008 1857,-949 1857,-949 1857,-943 1863,-937 1869,-937 1869,-937 2090,-937 2090,-937 2096,-937 2102,-943 2102,-949 2102,-949 2102,-1008 2102,-1008 2102,-1014 2096,-1020 2090,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1865\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.799</text>\r\n",
       "<text text-anchor=\"start\" x=\"1941.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.375</text>\r\n",
       "<text text-anchor=\"start\" x=\"1940\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"1938\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1950.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 70&#45;&gt;71 -->\r\n",
       "<g id=\"edge71\" class=\"edge\"><title>70&#45;&gt;71</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2106.19,-1055.91C2089.79,-1046.02 2072.14,-1035.37 2055.37,-1025.25\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2057.06,-1022.19 2046.69,-1020.02 2053.44,-1028.18 2057.06,-1022.19\"/>\r\n",
       "</g>\r\n",
       "<!-- 74 -->\r\n",
       "<g id=\"node75\" class=\"node\"><title>74</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2215,-1012.5C2215,-1012.5 2132,-1012.5 2132,-1012.5 2126,-1012.5 2120,-1006.5 2120,-1000.5 2120,-1000.5 2120,-956.5 2120,-956.5 2120,-950.5 2126,-944.5 2132,-944.5 2132,-944.5 2215,-944.5 2215,-944.5 2221,-944.5 2227,-950.5 2227,-956.5 2227,-956.5 2227,-1000.5 2227,-1000.5 2227,-1006.5 2221,-1012.5 2215,-1012.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2144\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2129.5\" y=\"-982.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 15</text>\r\n",
       "<text text-anchor=\"start\" x=\"2128\" y=\"-967.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [15, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2144.5\" y=\"-952.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 70&#45;&gt;74 -->\r\n",
       "<g id=\"edge74\" class=\"edge\"><title>70&#45;&gt;74</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2173.5,-1055.91C2173.5,-1045.2 2173.5,-1033.62 2173.5,-1022.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2177,-1022.67 2173.5,-1012.67 2170,-1022.67 2177,-1022.67\"/>\r\n",
       "</g>\r\n",
       "<!-- 72 -->\r\n",
       "<g id=\"node73\" class=\"node\"><title>72</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M1941,-893.5C1941,-893.5 1866,-893.5 1866,-893.5 1860,-893.5 1854,-887.5 1854,-881.5 1854,-881.5 1854,-837.5 1854,-837.5 1854,-831.5 1860,-825.5 1866,-825.5 1866,-825.5 1941,-825.5 1941,-825.5 1947,-825.5 1953,-831.5 1953,-837.5 1953,-837.5 1953,-881.5 1953,-881.5 1953,-887.5 1947,-893.5 1941,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1874\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1864\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1862\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1874.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;72 -->\r\n",
       "<g id=\"edge72\" class=\"edge\"><title>71&#45;&gt;72</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1953.13,-936.907C1945.82,-925.652 1937.87,-913.418 1930.53,-902.106\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1933.43,-900.146 1925.04,-893.667 1927.56,-903.96 1933.43,-900.146\"/>\r\n",
       "</g>\r\n",
       "<!-- 73 -->\r\n",
       "<g id=\"node74\" class=\"node\"><title>73</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2058,-893.5C2058,-893.5 1983,-893.5 1983,-893.5 1977,-893.5 1971,-887.5 1971,-881.5 1971,-881.5 1971,-837.5 1971,-837.5 1971,-831.5 1977,-825.5 1983,-825.5 1983,-825.5 2058,-825.5 2058,-825.5 2064,-825.5 2070,-831.5 2070,-837.5 2070,-837.5 2070,-881.5 2070,-881.5 2070,-887.5 2064,-893.5 2058,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1991\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1981\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"1979\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1991.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 71&#45;&gt;73 -->\r\n",
       "<g id=\"edge73\" class=\"edge\"><title>71&#45;&gt;73</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1993.72,-936.907C1997.55,-925.983 2001.7,-914.137 2005.57,-903.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2008.87,-904.262 2008.88,-893.667 2002.27,-901.947 2008.87,-904.262\"/>\r\n",
       "</g>\r\n",
       "<!-- 76 -->\r\n",
       "<g id=\"node77\" class=\"node\"><title>76</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.427451\" stroke=\"black\" d=\"M2393.5,-1020C2393.5,-1020 2257.5,-1020 2257.5,-1020 2251.5,-1020 2245.5,-1014 2245.5,-1008 2245.5,-1008 2245.5,-949 2245.5,-949 2245.5,-943 2251.5,-937 2257.5,-937 2257.5,-937 2393.5,-937 2393.5,-937 2399.5,-937 2405.5,-943 2405.5,-949 2405.5,-949 2405.5,-1008 2405.5,-1008 2405.5,-1014 2399.5,-1020 2393.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2253.5\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BloodPressure ≤ 56.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2287.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\r\n",
       "<text text-anchor=\"start\" x=\"2281.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"start\" x=\"2280\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 8]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;76 -->\r\n",
       "<g id=\"edge76\" class=\"edge\"><title>75&#45;&gt;76</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.5,-1055.91C2325.5,-1047.65 2325.5,-1038.86 2325.5,-1030.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2329,-1030.02 2325.5,-1020.02 2322,-1030.02 2329,-1030.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 91 -->\r\n",
       "<g id=\"node92\" class=\"node\"><title>91</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.807843\" stroke=\"black\" d=\"M2580,-1020C2580,-1020 2445,-1020 2445,-1020 2439,-1020 2433,-1014 2433,-1008 2433,-1008 2433,-949 2433,-949 2433,-943 2439,-937 2445,-937 2445,-937 2580,-937 2580,-937 2586,-937 2592,-943 2592,-949 2592,-949 2592,-1008 2592,-1008 2592,-1014 2586,-1020 2580,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2441\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 40.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2474.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.269</text>\r\n",
       "<text text-anchor=\"start\" x=\"2468.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"start\" x=\"2467\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 21]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2483.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 75&#45;&gt;91 -->\r\n",
       "<g id=\"edge91\" class=\"edge\"><title>75&#45;&gt;91</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2383.64,-1060.12C2401.06,-1049.23 2420.39,-1037.13 2438.67,-1025.69\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2440.93,-1028.41 2447.55,-1020.14 2437.22,-1022.47 2440.93,-1028.41\"/>\r\n",
       "</g>\r\n",
       "<!-- 77 -->\r\n",
       "<g id=\"node78\" class=\"node\"><title>77</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2216,-893.5C2216,-893.5 2141,-893.5 2141,-893.5 2135,-893.5 2129,-887.5 2129,-881.5 2129,-881.5 2129,-837.5 2129,-837.5 2129,-831.5 2135,-825.5 2141,-825.5 2141,-825.5 2216,-825.5 2216,-825.5 2222,-825.5 2228,-831.5 2228,-837.5 2228,-837.5 2228,-881.5 2228,-881.5 2228,-887.5 2222,-893.5 2216,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2149\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2139\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2137\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2149.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 76&#45;&gt;77 -->\r\n",
       "<g id=\"edge77\" class=\"edge\"><title>76&#45;&gt;77</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2274.5,-936.907C2259.53,-924.99 2243.17,-911.976 2228.28,-900.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2230.18,-897.156 2220.17,-893.667 2225.82,-902.633 2230.18,-897.156\"/>\r\n",
       "</g>\r\n",
       "<!-- 78 -->\r\n",
       "<g id=\"node79\" class=\"node\"><title>78</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.572549\" stroke=\"black\" d=\"M2393,-901C2393,-901 2258,-901 2258,-901 2252,-901 2246,-895 2246,-889 2246,-889 2246,-830 2246,-830 2246,-824 2252,-818 2258,-818 2258,-818 2393,-818 2393,-818 2399,-818 2405,-824 2405,-830 2405,-830 2405,-889 2405,-889 2405,-895 2399,-901 2393,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2254\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 32.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2292\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.42</text>\r\n",
       "<text text-anchor=\"start\" x=\"2281.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 20</text>\r\n",
       "<text text-anchor=\"start\" x=\"2280\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [14, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 76&#45;&gt;78 -->\r\n",
       "<g id=\"edge78\" class=\"edge\"><title>76&#45;&gt;78</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.5,-936.907C2325.5,-928.649 2325.5,-919.864 2325.5,-911.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2329,-911.021 2325.5,-901.021 2322,-911.021 2329,-911.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 79 -->\r\n",
       "<g id=\"node80\" class=\"node\"><title>79</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.819608\" stroke=\"black\" d=\"M2237,-782C2237,-782 2016,-782 2016,-782 2010,-782 2004,-776 2004,-770 2004,-770 2004,-711 2004,-711 2004,-705 2010,-699 2016,-699 2016,-699 2237,-699 2237,-699 2243,-699 2249,-705 2249,-711 2249,-711 2249,-770 2249,-770 2249,-776 2243,-782 2237,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2012\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 1.142</text>\r\n",
       "<text text-anchor=\"start\" x=\"2093\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.26</text>\r\n",
       "<text text-anchor=\"start\" x=\"2082.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"2081\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2097.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 78&#45;&gt;79 -->\r\n",
       "<g id=\"edge79\" class=\"edge\"><title>78&#45;&gt;79</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2256.46,-817.907C2239.63,-808.016 2221.52,-797.368 2204.32,-787.254\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2205.81,-784.072 2195.42,-782.021 2202.27,-790.106 2205.81,-784.072\"/>\r\n",
       "</g>\r\n",
       "<!-- 86 -->\r\n",
       "<g id=\"node87\" class=\"node\"><title>86</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.250980\" stroke=\"black\" d=\"M2363,-782C2363,-782 2288,-782 2288,-782 2282,-782 2276,-776 2276,-770 2276,-770 2276,-711 2276,-711 2276,-705 2282,-699 2288,-699 2288,-699 2363,-699 2363,-699 2369,-699 2375,-705 2375,-711 2375,-711 2375,-770 2375,-770 2375,-776 2369,-782 2363,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2289\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 30.1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2292\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.49</text>\r\n",
       "<text text-anchor=\"start\" x=\"2286\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"2284\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2296.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 78&#45;&gt;86 -->\r\n",
       "<g id=\"edge86\" class=\"edge\"><title>78&#45;&gt;86</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.5,-817.907C2325.5,-809.649 2325.5,-800.864 2325.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2329,-792.021 2325.5,-782.021 2322,-792.021 2329,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 80 -->\r\n",
       "<g id=\"node81\" class=\"node\"><title>80</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.909804\" stroke=\"black\" d=\"M2047,-663C2047,-663 1920,-663 1920,-663 1914,-663 1908,-657 1908,-651 1908,-651 1908,-592 1908,-592 1908,-586 1914,-580 1920,-580 1920,-580 2047,-580 2047,-580 2053,-580 2059,-586 2059,-592 2059,-592 2059,-651 2059,-651 2059,-657 2053,-663 2047,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1916\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 7.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1945.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.153</text>\r\n",
       "<text text-anchor=\"start\" x=\"1939.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"1938\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [11, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1954.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 79&#45;&gt;80 -->\r\n",
       "<g id=\"edge80\" class=\"edge\"><title>79&#45;&gt;80</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2076.89,-698.907C2065.24,-689.379 2052.74,-679.148 2040.79,-669.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2042.98,-666.644 2033.03,-663.021 2038.55,-672.062 2042.98,-666.644\"/>\r\n",
       "</g>\r\n",
       "<!-- 85 -->\r\n",
       "<g id=\"node86\" class=\"node\"><title>85</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2164,-655.5C2164,-655.5 2089,-655.5 2089,-655.5 2083,-655.5 2077,-649.5 2077,-643.5 2077,-643.5 2077,-599.5 2077,-599.5 2077,-593.5 2083,-587.5 2089,-587.5 2089,-587.5 2164,-587.5 2164,-587.5 2170,-587.5 2176,-593.5 2176,-599.5 2176,-599.5 2176,-643.5 2176,-643.5 2176,-649.5 2170,-655.5 2164,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2097\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2087\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2085\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2097.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 79&#45;&gt;85 -->\r\n",
       "<g id=\"edge85\" class=\"edge\"><title>79&#45;&gt;85</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2126.5,-698.907C2126.5,-688.204 2126.5,-676.615 2126.5,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2130,-665.667 2126.5,-655.667 2123,-665.667 2130,-665.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 81 -->\r\n",
       "<g id=\"node82\" class=\"node\"><title>81</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M2094,-544C2094,-544 1873,-544 1873,-544 1867,-544 1861,-538 1861,-532 1861,-532 1861,-473 1861,-473 1861,-467 1867,-461 1873,-461 1873,-461 2094,-461 2094,-461 2100,-461 2106,-467 2106,-473 2106,-473 2106,-532 2106,-532 2106,-538 2100,-544 2094,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1869\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.434</text>\r\n",
       "<text text-anchor=\"start\" x=\"1945.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"1944\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"1942\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1954.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;81 -->\r\n",
       "<g id=\"edge81\" class=\"edge\"><title>80&#45;&gt;81</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1983.5,-579.907C1983.5,-571.649 1983.5,-562.864 1983.5,-554.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1987,-554.021 1983.5,-544.021 1980,-554.021 1987,-554.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 84 -->\r\n",
       "<g id=\"node85\" class=\"node\"><title>84</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2211,-536.5C2211,-536.5 2136,-536.5 2136,-536.5 2130,-536.5 2124,-530.5 2124,-524.5 2124,-524.5 2124,-480.5 2124,-480.5 2124,-474.5 2130,-468.5 2136,-468.5 2136,-468.5 2211,-468.5 2211,-468.5 2217,-468.5 2223,-474.5 2223,-480.5 2223,-480.5 2223,-524.5 2223,-524.5 2223,-530.5 2217,-536.5 2211,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2144\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2134\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"2132\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2144.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 80&#45;&gt;84 -->\r\n",
       "<g id=\"edge84\" class=\"edge\"><title>80&#45;&gt;84</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2055.12,-579.945C2074.56,-568.594 2095.48,-556.058 2114.5,-544 2115.44,-543.401 2116.4,-542.795 2117.35,-542.181\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2119.58,-544.909 2126.04,-536.516 2115.75,-539.045 2119.58,-544.909\"/>\r\n",
       "</g>\r\n",
       "<!-- 82 -->\r\n",
       "<g id=\"node83\" class=\"node\"><title>82</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2000,-417.5C2000,-417.5 1925,-417.5 1925,-417.5 1919,-417.5 1913,-411.5 1913,-405.5 1913,-405.5 1913,-361.5 1913,-361.5 1913,-355.5 1919,-349.5 1925,-349.5 1925,-349.5 2000,-349.5 2000,-349.5 2006,-349.5 2012,-355.5 2012,-361.5 2012,-361.5 2012,-405.5 2012,-405.5 2012,-411.5 2006,-417.5 2000,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"1933\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"1923\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"1921\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"1933.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 81&#45;&gt;82 -->\r\n",
       "<g id=\"edge82\" class=\"edge\"><title>81&#45;&gt;82</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1976.21,-460.907C1974.29,-450.204 1972.21,-438.615 1970.27,-427.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1973.66,-426.891 1968.45,-417.667 1966.77,-428.128 1973.66,-426.891\"/>\r\n",
       "</g>\r\n",
       "<!-- 83 -->\r\n",
       "<g id=\"node84\" class=\"node\"><title>83</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2117,-417.5C2117,-417.5 2042,-417.5 2042,-417.5 2036,-417.5 2030,-411.5 2030,-405.5 2030,-405.5 2030,-361.5 2030,-361.5 2030,-355.5 2036,-349.5 2042,-349.5 2042,-349.5 2117,-349.5 2117,-349.5 2123,-349.5 2129,-355.5 2129,-361.5 2129,-361.5 2129,-405.5 2129,-405.5 2129,-411.5 2123,-417.5 2117,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2050\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2040\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2038\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2050.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 81&#45;&gt;83 -->\r\n",
       "<g id=\"edge83\" class=\"edge\"><title>81&#45;&gt;83</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2016.81,-460.907C2026.22,-449.432 2036.47,-436.938 2045.91,-425.442\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2048.65,-427.618 2052.29,-417.667 2043.24,-423.178 2048.65,-427.618\"/>\r\n",
       "</g>\r\n",
       "<!-- 87 -->\r\n",
       "<g id=\"node88\" class=\"node\"><title>87</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2281,-655.5C2281,-655.5 2206,-655.5 2206,-655.5 2200,-655.5 2194,-649.5 2194,-643.5 2194,-643.5 2194,-599.5 2194,-599.5 2194,-593.5 2200,-587.5 2206,-587.5 2206,-587.5 2281,-587.5 2281,-587.5 2287,-587.5 2293,-593.5 2293,-599.5 2293,-599.5 2293,-643.5 2293,-643.5 2293,-649.5 2287,-655.5 2281,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2214\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2204\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2202\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2214.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 86&#45;&gt;87 -->\r\n",
       "<g id=\"edge87\" class=\"edge\"><title>86&#45;&gt;87</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2297.05,-698.907C2289.16,-687.652 2280.59,-675.418 2272.66,-664.106\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2275.35,-661.847 2266.75,-655.667 2269.62,-665.865 2275.35,-661.847\"/>\r\n",
       "</g>\r\n",
       "<!-- 88 -->\r\n",
       "<g id=\"node89\" class=\"node\"><title>88</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.749020\" stroke=\"black\" d=\"M2544,-663C2544,-663 2323,-663 2323,-663 2317,-663 2311,-657 2311,-651 2311,-651 2311,-592 2311,-592 2311,-586 2317,-580 2323,-580 2323,-580 2544,-580 2544,-580 2550,-580 2556,-586 2556,-592 2556,-592 2556,-651 2556,-651 2556,-657 2550,-663 2544,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2319\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.183</text>\r\n",
       "<text text-anchor=\"start\" x=\"2400\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"2394\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2392\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2404.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 86&#45;&gt;88 -->\r\n",
       "<g id=\"edge88\" class=\"edge\"><title>86&#45;&gt;88</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2362.97,-698.907C2371.43,-689.742 2380.49,-679.927 2389.2,-670.489\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2391.89,-672.743 2396.1,-663.021 2386.74,-667.995 2391.89,-672.743\"/>\r\n",
       "</g>\r\n",
       "<!-- 89 -->\r\n",
       "<g id=\"node90\" class=\"node\"><title>89</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2362,-536.5C2362,-536.5 2287,-536.5 2287,-536.5 2281,-536.5 2275,-530.5 2275,-524.5 2275,-524.5 2275,-480.5 2275,-480.5 2275,-474.5 2281,-468.5 2287,-468.5 2287,-468.5 2362,-468.5 2362,-468.5 2368,-468.5 2374,-474.5 2374,-480.5 2374,-480.5 2374,-524.5 2374,-524.5 2374,-530.5 2368,-536.5 2362,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2295\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2285\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2283\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2295.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;89 -->\r\n",
       "<g id=\"edge89\" class=\"edge\"><title>88&#45;&gt;89</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2395.68,-579.907C2384.89,-568.321 2373.13,-555.698 2362.33,-544.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2364.78,-541.598 2355.4,-536.667 2359.65,-546.37 2364.78,-541.598\"/>\r\n",
       "</g>\r\n",
       "<!-- 90 -->\r\n",
       "<g id=\"node91\" class=\"node\"><title>90</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2479,-536.5C2479,-536.5 2404,-536.5 2404,-536.5 2398,-536.5 2392,-530.5 2392,-524.5 2392,-524.5 2392,-480.5 2392,-480.5 2392,-474.5 2398,-468.5 2404,-468.5 2404,-468.5 2479,-468.5 2479,-468.5 2485,-468.5 2491,-474.5 2491,-480.5 2491,-480.5 2491,-524.5 2491,-524.5 2491,-530.5 2485,-536.5 2479,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2412\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2402\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2400\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2412.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 88&#45;&gt;90 -->\r\n",
       "<g id=\"edge90\" class=\"edge\"><title>88&#45;&gt;90</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2436.28,-579.907C2437.01,-569.204 2437.8,-557.615 2438.54,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2442.04,-546.882 2439.23,-536.667 2435.06,-546.405 2442.04,-546.882\"/>\r\n",
       "</g>\r\n",
       "<!-- 92 -->\r\n",
       "<g id=\"node93\" class=\"node\"><title>92</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2554,-893.5C2554,-893.5 2471,-893.5 2471,-893.5 2465,-893.5 2459,-887.5 2459,-881.5 2459,-881.5 2459,-837.5 2459,-837.5 2459,-831.5 2465,-825.5 2471,-825.5 2471,-825.5 2554,-825.5 2554,-825.5 2560,-825.5 2566,-831.5 2566,-837.5 2566,-837.5 2566,-881.5 2566,-881.5 2566,-887.5 2560,-893.5 2554,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2483\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2468.5\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 14</text>\r\n",
       "<text text-anchor=\"start\" x=\"2467\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 14]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2483.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 91&#45;&gt;92 -->\r\n",
       "<g id=\"edge92\" class=\"edge\"><title>91&#45;&gt;92</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2512.5,-936.907C2512.5,-926.204 2512.5,-914.615 2512.5,-903.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2516,-903.667 2512.5,-893.667 2509,-903.667 2516,-903.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 93 -->\r\n",
       "<g id=\"node94\" class=\"node\"><title>93</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.427451\" stroke=\"black\" d=\"M2694.5,-901C2694.5,-901 2614.5,-901 2614.5,-901 2608.5,-901 2602.5,-895 2602.5,-889 2602.5,-889 2602.5,-830 2602.5,-830 2602.5,-824 2608.5,-818 2614.5,-818 2614.5,-818 2694.5,-818 2694.5,-818 2700.5,-818 2706.5,-824 2706.5,-830 2706.5,-830 2706.5,-889 2706.5,-889 2706.5,-895 2700.5,-901 2694.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2613.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 41.35</text>\r\n",
       "<text text-anchor=\"start\" x=\"2616.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.463</text>\r\n",
       "<text text-anchor=\"start\" x=\"2610.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 11</text>\r\n",
       "<text text-anchor=\"start\" x=\"2613\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2625.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 91&#45;&gt;93 -->\r\n",
       "<g id=\"edge93\" class=\"edge\"><title>91&#45;&gt;93</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2561.77,-936.907C2573.22,-927.469 2585.51,-917.343 2597.28,-907.649\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2599.83,-910.081 2605.32,-901.021 2595.38,-904.679 2599.83,-910.081\"/>\r\n",
       "</g>\r\n",
       "<!-- 94 -->\r\n",
       "<g id=\"node95\" class=\"node\"><title>94</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M2711,-782C2711,-782 2598,-782 2598,-782 2592,-782 2586,-776 2586,-770 2586,-770 2586,-711 2586,-711 2586,-705 2592,-699 2598,-699 2598,-699 2711,-699 2711,-699 2717,-699 2723,-705 2723,-711 2723,-711 2723,-770 2723,-770 2723,-776 2717,-782 2711,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2594\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pregnancies ≤ 2.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2616.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"2615\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2613\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 2]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2625.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 93&#45;&gt;94 -->\r\n",
       "<g id=\"edge94\" class=\"edge\"><title>93&#45;&gt;94</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2654.5,-817.907C2654.5,-809.649 2654.5,-800.864 2654.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2658,-792.021 2654.5,-782.021 2651,-792.021 2658,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 99 -->\r\n",
       "<g id=\"node100\" class=\"node\"><title>99</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2828,-774.5C2828,-774.5 2753,-774.5 2753,-774.5 2747,-774.5 2741,-768.5 2741,-762.5 2741,-762.5 2741,-718.5 2741,-718.5 2741,-712.5 2747,-706.5 2753,-706.5 2753,-706.5 2828,-706.5 2828,-706.5 2834,-706.5 2840,-712.5 2840,-718.5 2840,-718.5 2840,-762.5 2840,-762.5 2840,-768.5 2834,-774.5 2828,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2761\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2751\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2749\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2761.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 93&#45;&gt;99 -->\r\n",
       "<g id=\"edge99\" class=\"edge\"><title>93&#45;&gt;99</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2701.68,-817.907C2715.41,-806.101 2730.39,-793.217 2744.06,-781.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2746.65,-783.842 2751.95,-774.667 2742.08,-778.535 2746.65,-783.842\"/>\r\n",
       "</g>\r\n",
       "<!-- 95 -->\r\n",
       "<g id=\"node96\" class=\"node\"><title>95</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.749020\" stroke=\"black\" d=\"M2722.5,-663C2722.5,-663 2586.5,-663 2586.5,-663 2580.5,-663 2574.5,-657 2574.5,-651 2574.5,-651 2574.5,-592 2574.5,-592 2574.5,-586 2580.5,-580 2586.5,-580 2586.5,-580 2722.5,-580 2722.5,-580 2728.5,-580 2734.5,-586 2734.5,-592 2734.5,-592 2734.5,-651 2734.5,-651 2734.5,-657 2728.5,-663 2722.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2582.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BloodPressure ≤ 56.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2621\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"2615\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"2613\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2625.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;95 -->\r\n",
       "<g id=\"edge95\" class=\"edge\"><title>94&#45;&gt;95</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2654.5,-698.907C2654.5,-690.649 2654.5,-681.864 2654.5,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2658,-673.021 2654.5,-663.021 2651,-673.021 2658,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 98 -->\r\n",
       "<g id=\"node99\" class=\"node\"><title>98</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2840,-655.5C2840,-655.5 2765,-655.5 2765,-655.5 2759,-655.5 2753,-649.5 2753,-643.5 2753,-643.5 2753,-599.5 2753,-599.5 2753,-593.5 2759,-587.5 2765,-587.5 2765,-587.5 2840,-587.5 2840,-587.5 2846,-587.5 2852,-593.5 2852,-599.5 2852,-599.5 2852,-643.5 2852,-643.5 2852,-649.5 2846,-655.5 2840,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2773\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2763\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2761\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2773.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 94&#45;&gt;98 -->\r\n",
       "<g id=\"edge98\" class=\"edge\"><title>94&#45;&gt;98</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2705.85,-698.907C2720.92,-686.99 2737.39,-673.976 2752.38,-662.12\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2754.87,-664.614 2760.55,-655.667 2750.53,-659.123 2754.87,-664.614\"/>\r\n",
       "</g>\r\n",
       "<!-- 96 -->\r\n",
       "<g id=\"node97\" class=\"node\"><title>96</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2606,-536.5C2606,-536.5 2531,-536.5 2531,-536.5 2525,-536.5 2519,-530.5 2519,-524.5 2519,-524.5 2519,-480.5 2519,-480.5 2519,-474.5 2525,-468.5 2531,-468.5 2531,-468.5 2606,-468.5 2606,-468.5 2612,-468.5 2618,-474.5 2618,-480.5 2618,-480.5 2618,-524.5 2618,-524.5 2618,-530.5 2612,-536.5 2606,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2539\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2529\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2527\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2539.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;96 -->\r\n",
       "<g id=\"edge96\" class=\"edge\"><title>95&#45;&gt;96</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2624.66,-579.907C2616.31,-568.542 2607.22,-556.178 2598.84,-544.774\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2601.62,-542.652 2592.88,-536.667 2595.98,-546.797 2601.62,-542.652\"/>\r\n",
       "</g>\r\n",
       "<!-- 97 -->\r\n",
       "<g id=\"node98\" class=\"node\"><title>97</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2723,-536.5C2723,-536.5 2648,-536.5 2648,-536.5 2642,-536.5 2636,-530.5 2636,-524.5 2636,-524.5 2636,-480.5 2636,-480.5 2636,-474.5 2642,-468.5 2648,-468.5 2648,-468.5 2723,-468.5 2723,-468.5 2729,-468.5 2735,-474.5 2735,-480.5 2735,-480.5 2735,-524.5 2735,-524.5 2735,-530.5 2729,-536.5 2723,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2656\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2646\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2644\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2656.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 95&#45;&gt;97 -->\r\n",
       "<g id=\"edge97\" class=\"edge\"><title>95&#45;&gt;97</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2665.26,-579.907C2668.12,-569.094 2671.23,-557.376 2674.12,-546.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2677.53,-547.23 2676.71,-536.667 2670.77,-545.437 2677.53,-547.23\"/>\r\n",
       "</g>\r\n",
       "<!-- 101 -->\r\n",
       "<g id=\"node102\" class=\"node\"><title>101</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.756863\" stroke=\"black\" d=\"M3496,-1139C3496,-1139 3275,-1139 3275,-1139 3269,-1139 3263,-1133 3263,-1127 3263,-1127 3263,-1068 3263,-1068 3263,-1062 3269,-1056 3275,-1056 3275,-1056 3496,-1056 3496,-1056 3502,-1056 3508,-1062 3508,-1068 3508,-1068 3508,-1127 3508,-1127 3508,-1133 3502,-1139 3496,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3271\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.309</text>\r\n",
       "<text text-anchor=\"start\" x=\"3347.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.314</text>\r\n",
       "<text text-anchor=\"start\" x=\"3337.5\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 159</text>\r\n",
       "<text text-anchor=\"start\" x=\"3331.5\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [31, 128]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3356.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;101 -->\r\n",
       "<g id=\"edge101\" class=\"edge\"><title>100&#45;&gt;101</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3385.5,-1174.91C3385.5,-1166.65 3385.5,-1157.86 3385.5,-1149.3\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3389,-1149.02 3385.5,-1139.02 3382,-1149.02 3389,-1149.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 162 -->\r\n",
       "<g id=\"node163\" class=\"node\"><title>162</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.800000\" stroke=\"black\" d=\"M3681,-1139C3681,-1139 3606,-1139 3606,-1139 3600,-1139 3594,-1133 3594,-1127 3594,-1127 3594,-1068 3594,-1068 3594,-1062 3600,-1056 3606,-1056 3606,-1056 3681,-1056 3681,-1056 3687,-1056 3693,-1062 3693,-1068 3693,-1068 3693,-1127 3693,-1127 3693,-1133 3687,-1139 3681,-1139\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3602.5\" y=\"-1123.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 41.95</text>\r\n",
       "<text text-anchor=\"start\" x=\"3605.5\" y=\"-1108.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"3604\" y=\"-1093.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3602\" y=\"-1078.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3614.5\" y=\"-1063.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 100&#45;&gt;162 -->\r\n",
       "<g id=\"edge162\" class=\"edge\"><title>100&#45;&gt;162</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3475.01,-1174.91C3511.31,-1158.45 3552.22,-1139.9 3584.64,-1125.19\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3586.32,-1128.28 3593.98,-1120.96 3583.42,-1121.9 3586.32,-1128.28\"/>\r\n",
       "</g>\r\n",
       "<!-- 102 -->\r\n",
       "<g id=\"node103\" class=\"node\"><title>102</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.486275\" stroke=\"black\" d=\"M3429,-1020C3429,-1020 3208,-1020 3208,-1020 3202,-1020 3196,-1014 3196,-1008 3196,-1008 3196,-949 3196,-949 3196,-943 3202,-937 3208,-937 3208,-937 3429,-937 3429,-937 3435,-937 3441,-943 3441,-949 3441,-949 3441,-1008 3441,-1008 3441,-1014 3435,-1020 3429,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3204\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.269</text>\r\n",
       "<text text-anchor=\"start\" x=\"3280.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.448</text>\r\n",
       "<text text-anchor=\"start\" x=\"3274.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 62</text>\r\n",
       "<text text-anchor=\"start\" x=\"3268.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [21, 41]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3289.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;102 -->\r\n",
       "<g id=\"edge102\" class=\"edge\"><title>101&#45;&gt;102</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3362.25,-1055.91C3357.27,-1047.2 3351.94,-1037.9 3346.79,-1028.89\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3349.71,-1026.96 3341.7,-1020.02 3343.64,-1030.44 3349.71,-1026.96\"/>\r\n",
       "</g>\r\n",
       "<!-- 129 -->\r\n",
       "<g id=\"node130\" class=\"node\"><title>129</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.886275\" stroke=\"black\" d=\"M3563.5,-1020C3563.5,-1020 3471.5,-1020 3471.5,-1020 3465.5,-1020 3459.5,-1014 3459.5,-1008 3459.5,-1008 3459.5,-949 3459.5,-949 3459.5,-943 3465.5,-937 3471.5,-937 3471.5,-937 3563.5,-937 3563.5,-937 3569.5,-937 3575.5,-943 3575.5,-949 3575.5,-949 3575.5,-1008 3575.5,-1008 3575.5,-1014 3569.5,-1020 3563.5,-1020\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3481\" y=\"-1004.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 11.7</text>\r\n",
       "<text text-anchor=\"start\" x=\"3479.5\" y=\"-989.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.185</text>\r\n",
       "<text text-anchor=\"start\" x=\"3473.5\" y=\"-974.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 97</text>\r\n",
       "<text text-anchor=\"start\" x=\"3467.5\" y=\"-959.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [10, 87]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3488.5\" y=\"-944.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 101&#45;&gt;129 -->\r\n",
       "<g id=\"edge129\" class=\"edge\"><title>101&#45;&gt;129</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3431.3,-1055.91C3441.84,-1046.56 3453.15,-1036.54 3463.99,-1026.93\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3466.62,-1029.27 3471.78,-1020.02 3461.98,-1024.03 3466.62,-1029.27\"/>\r\n",
       "</g>\r\n",
       "<!-- 103 -->\r\n",
       "<g id=\"node104\" class=\"node\"><title>103</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.647059\" stroke=\"black\" d=\"M3250.5,-901C3250.5,-901 3158.5,-901 3158.5,-901 3152.5,-901 3146.5,-895 3146.5,-889 3146.5,-889 3146.5,-830 3146.5,-830 3146.5,-824 3152.5,-818 3158.5,-818 3158.5,-818 3250.5,-818 3250.5,-818 3256.5,-818 3262.5,-824 3262.5,-830 3262.5,-830 3262.5,-889 3262.5,-889 3262.5,-895 3256.5,-901 3250.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3167.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 59.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3166.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.385</text>\r\n",
       "<text text-anchor=\"start\" x=\"3160.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 50</text>\r\n",
       "<text text-anchor=\"start\" x=\"3154.5\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [13, 37]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3175.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 102&#45;&gt;103 -->\r\n",
       "<g id=\"edge103\" class=\"edge\"><title>102&#45;&gt;103</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3278.95,-936.907C3269.93,-927.651 3260.26,-917.732 3250.99,-908.209\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3253.47,-905.741 3243.98,-901.021 3248.45,-910.626 3253.47,-905.741\"/>\r\n",
       "</g>\r\n",
       "<!-- 122 -->\r\n",
       "<g id=\"node123\" class=\"node\"><title>122</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M3406,-901C3406,-901 3293,-901 3293,-901 3287,-901 3281,-895 3281,-889 3281,-889 3281,-830 3281,-830 3281,-824 3287,-818 3293,-818 3293,-818 3406,-818 3406,-818 3412,-818 3418,-824 3418,-830 3418,-830 3418,-889 3418,-889 3418,-895 3412,-901 3406,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3289\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pregnancies ≤ 4.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3311.5\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3305.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 12</text>\r\n",
       "<text text-anchor=\"start\" x=\"3308\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3320.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 102&#45;&gt;122 -->\r\n",
       "<g id=\"edge122\" class=\"edge\"><title>102&#45;&gt;122</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3329.26,-936.907C3331.49,-928.468 3333.87,-919.477 3336.19,-910.738\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3339.59,-911.584 3338.76,-901.021 3332.82,-909.791 3339.59,-911.584\"/>\r\n",
       "</g>\r\n",
       "<!-- 104 -->\r\n",
       "<g id=\"node105\" class=\"node\"><title>104</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.776471\" stroke=\"black\" d=\"M3110,-782C3110,-782 3027,-782 3027,-782 3021,-782 3015,-776 3015,-770 3015,-770 3015,-711 3015,-711 3015,-705 3021,-699 3027,-699 3027,-699 3110,-699 3110,-699 3116,-699 3122,-705 3122,-711 3122,-711 3122,-770 3122,-770 3122,-776 3116,-782 3110,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3032\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 26.3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3030.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.298</text>\r\n",
       "<text text-anchor=\"start\" x=\"3024.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 44</text>\r\n",
       "<text text-anchor=\"start\" x=\"3023\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [8, 36]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3039.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;104 -->\r\n",
       "<g id=\"edge104\" class=\"edge\"><title>103&#45;&gt;104</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3157.32,-817.907C3146.34,-808.469 3134.57,-798.343 3123.31,-788.649\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3125.46,-785.889 3115.6,-782.021 3120.9,-791.196 3125.46,-785.889\"/>\r\n",
       "</g>\r\n",
       "<!-- 119 -->\r\n",
       "<g id=\"node120\" class=\"node\"><title>119</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.800000\" stroke=\"black\" d=\"M3249,-782C3249,-782 3174,-782 3174,-782 3168,-782 3162,-776 3162,-770 3162,-770 3162,-711 3162,-711 3162,-705 3168,-699 3174,-699 3174,-699 3249,-699 3249,-699 3255,-699 3261,-705 3261,-711 3261,-711 3261,-770 3261,-770 3261,-776 3255,-782 3249,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3174.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 69.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3173.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.278</text>\r\n",
       "<text text-anchor=\"start\" x=\"3172\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3170\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3182.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 103&#45;&gt;119 -->\r\n",
       "<g id=\"edge119\" class=\"edge\"><title>103&#45;&gt;119</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3206.93,-817.907C3207.43,-809.558 3207.96,-800.671 3208.48,-792.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3211.97,-792.212 3209.08,-782.021 3204.98,-791.794 3211.97,-792.212\"/>\r\n",
       "</g>\r\n",
       "<!-- 105 -->\r\n",
       "<g id=\"node106\" class=\"node\"><title>105</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.333333\" stroke=\"black\" d=\"M2962.5,-663C2962.5,-663 2882.5,-663 2882.5,-663 2876.5,-663 2870.5,-657 2870.5,-651 2870.5,-651 2870.5,-592 2870.5,-592 2870.5,-586 2876.5,-580 2882.5,-580 2882.5,-580 2962.5,-580 2962.5,-580 2968.5,-580 2974.5,-586 2974.5,-592 2974.5,-592 2974.5,-651 2974.5,-651 2974.5,-657 2968.5,-663 2962.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2881.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 25.15</text>\r\n",
       "<text text-anchor=\"start\" x=\"2889\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.48</text>\r\n",
       "<text text-anchor=\"start\" x=\"2878.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 10</text>\r\n",
       "<text text-anchor=\"start\" x=\"2881\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2893.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 104&#45;&gt;105 -->\r\n",
       "<g id=\"edge105\" class=\"edge\"><title>104&#45;&gt;105</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3017.85,-698.907C3005.96,-689.379 2993.19,-679.148 2980.99,-669.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2983.06,-666.543 2973.06,-663.021 2978.68,-672.006 2983.06,-666.543\"/>\r\n",
       "</g>\r\n",
       "<!-- 108 -->\r\n",
       "<g id=\"node109\" class=\"node\"><title>108</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.866667\" stroke=\"black\" d=\"M3132,-663C3132,-663 3005,-663 3005,-663 2999,-663 2993,-657 2993,-651 2993,-651 2993,-592 2993,-592 2993,-586 2999,-580 3005,-580 3005,-580 3132,-580 3132,-580 3138,-580 3144,-586 3144,-592 3144,-592 3144,-651 3144,-651 3144,-657 3138,-663 3132,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3001\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 9.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3030.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.208</text>\r\n",
       "<text text-anchor=\"start\" x=\"3024.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 34</text>\r\n",
       "<text text-anchor=\"start\" x=\"3023\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 30]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3039.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 104&#45;&gt;108 -->\r\n",
       "<g id=\"edge108\" class=\"edge\"><title>104&#45;&gt;108</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3068.5,-698.907C3068.5,-690.649 3068.5,-681.864 3068.5,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3072,-673.021 3068.5,-663.021 3065,-673.021 3072,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 106 -->\r\n",
       "<g id=\"node107\" class=\"node\"><title>106</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2845,-536.5C2845,-536.5 2770,-536.5 2770,-536.5 2764,-536.5 2758,-530.5 2758,-524.5 2758,-524.5 2758,-480.5 2758,-480.5 2758,-474.5 2764,-468.5 2770,-468.5 2770,-468.5 2845,-468.5 2845,-468.5 2851,-468.5 2857,-474.5 2857,-480.5 2857,-480.5 2857,-524.5 2857,-524.5 2857,-530.5 2851,-536.5 2845,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2778\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2768\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"2766\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 6]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2778.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 105&#45;&gt;106 -->\r\n",
       "<g id=\"edge106\" class=\"edge\"><title>105&#45;&gt;106</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2882.6,-579.907C2871.21,-568.321 2858.81,-555.698 2847.42,-544.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2849.61,-541.345 2840.1,-536.667 2844.61,-546.252 2849.61,-541.345\"/>\r\n",
       "</g>\r\n",
       "<!-- 107 -->\r\n",
       "<g id=\"node108\" class=\"node\"><title>107</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M2962,-536.5C2962,-536.5 2887,-536.5 2887,-536.5 2881,-536.5 2875,-530.5 2875,-524.5 2875,-524.5 2875,-480.5 2875,-480.5 2875,-474.5 2881,-468.5 2887,-468.5 2887,-468.5 2962,-468.5 2962,-468.5 2968,-468.5 2974,-474.5 2974,-480.5 2974,-480.5 2974,-524.5 2974,-524.5 2974,-530.5 2968,-536.5 2962,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2895\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2885\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"2883\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2895.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 105&#45;&gt;107 -->\r\n",
       "<g id=\"edge107\" class=\"edge\"><title>105&#45;&gt;107</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2923.19,-579.907C2923.38,-569.204 2923.57,-557.615 2923.76,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2927.26,-546.725 2923.93,-536.667 2920.26,-546.606 2927.26,-546.725\"/>\r\n",
       "</g>\r\n",
       "<!-- 109 -->\r\n",
       "<g id=\"node110\" class=\"node\"><title>109</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.713725\" stroke=\"black\" d=\"M3120,-544C3120,-544 3007,-544 3007,-544 3001,-544 2995,-538 2995,-532 2995,-532 2995,-473 2995,-473 2995,-467 3001,-461 3007,-461 3007,-461 3120,-461 3120,-461 3126,-461 3132,-467 3132,-473 3132,-473 3132,-532 3132,-532 3132,-538 3126,-544 3120,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3003\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pregnancies ≤ 9.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3025.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.346</text>\r\n",
       "<text text-anchor=\"start\" x=\"3019.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 18</text>\r\n",
       "<text text-anchor=\"start\" x=\"3018\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 14]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3034.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;109 -->\r\n",
       "<g id=\"edge109\" class=\"edge\"><title>108&#45;&gt;109</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3066.77,-579.907C3066.41,-571.558 3066.03,-562.671 3065.66,-554.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3069.16,-553.862 3065.23,-544.021 3062.16,-554.161 3069.16,-553.862\"/>\r\n",
       "</g>\r\n",
       "<!-- 118 -->\r\n",
       "<g id=\"node119\" class=\"node\"><title>118</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3245,-536.5C3245,-536.5 3162,-536.5 3162,-536.5 3156,-536.5 3150,-530.5 3150,-524.5 3150,-524.5 3150,-480.5 3150,-480.5 3150,-474.5 3156,-468.5 3162,-468.5 3162,-468.5 3245,-468.5 3245,-468.5 3251,-468.5 3257,-474.5 3257,-480.5 3257,-480.5 3257,-524.5 3257,-524.5 3257,-530.5 3251,-536.5 3245,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3174\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3159.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"3158\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 16]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3174.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 108&#45;&gt;118 -->\r\n",
       "<g id=\"edge118\" class=\"edge\"><title>108&#45;&gt;118</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3115.34,-579.907C3128.96,-568.101 3143.83,-555.217 3157.4,-543.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3159.97,-545.861 3165.23,-536.667 3155.38,-540.571 3159.97,-545.861\"/>\r\n",
       "</g>\r\n",
       "<!-- 110 -->\r\n",
       "<g id=\"node111\" class=\"node\"><title>110</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.858824\" stroke=\"black\" d=\"M3045,-425C3045,-425 2962,-425 2962,-425 2956,-425 2950,-419 2950,-413 2950,-413 2950,-354 2950,-354 2950,-348 2956,-342 2962,-342 2962,-342 3045,-342 3045,-342 3051,-342 3057,-348 3057,-354 3057,-354 3057,-413 3057,-413 3057,-419 3051,-425 3045,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2967\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 34.2</text>\r\n",
       "<text text-anchor=\"start\" x=\"2965.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.219</text>\r\n",
       "<text text-anchor=\"start\" x=\"2959.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 16</text>\r\n",
       "<text text-anchor=\"start\" x=\"2958\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 14]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2974.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;110 -->\r\n",
       "<g id=\"edge110\" class=\"edge\"><title>109&#45;&gt;110</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3042.68,-460.907C3038.26,-452.286 3033.55,-443.09 3028.97,-434.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3031.96,-432.322 3024.28,-425.021 3025.73,-435.516 3031.96,-432.322\"/>\r\n",
       "</g>\r\n",
       "<!-- 117 -->\r\n",
       "<g id=\"node118\" class=\"node\"><title>117</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3162,-417.5C3162,-417.5 3087,-417.5 3087,-417.5 3081,-417.5 3075,-411.5 3075,-405.5 3075,-405.5 3075,-361.5 3075,-361.5 3075,-355.5 3081,-349.5 3087,-349.5 3087,-349.5 3162,-349.5 3162,-349.5 3168,-349.5 3174,-355.5 3174,-361.5 3174,-361.5 3174,-405.5 3174,-405.5 3174,-411.5 3168,-417.5 3162,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3095\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3085\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3083\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3095.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 109&#45;&gt;117 -->\r\n",
       "<g id=\"edge117\" class=\"edge\"><title>109&#45;&gt;117</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3084.66,-460.907C3090.42,-449.873 3096.66,-437.898 3102.46,-426.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3105.69,-428.152 3107.21,-417.667 3099.48,-424.916 3105.69,-428.152\"/>\r\n",
       "</g>\r\n",
       "<!-- 111 -->\r\n",
       "<g id=\"node112\" class=\"node\"><title>111</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2946,-298.5C2946,-298.5 2871,-298.5 2871,-298.5 2865,-298.5 2859,-292.5 2859,-286.5 2859,-286.5 2859,-242.5 2859,-242.5 2859,-236.5 2865,-230.5 2871,-230.5 2871,-230.5 2946,-230.5 2946,-230.5 2952,-230.5 2958,-236.5 2958,-242.5 2958,-242.5 2958,-286.5 2958,-286.5 2958,-292.5 2952,-298.5 2946,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2879\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2869\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"2867\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2879.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 110&#45;&gt;111 -->\r\n",
       "<g id=\"edge111\" class=\"edge\"><title>110&#45;&gt;111</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2970.54,-341.907C2961.22,-330.432 2951.08,-317.938 2941.74,-306.442\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2944.45,-304.224 2935.43,-298.667 2939.02,-308.636 2944.45,-304.224\"/>\r\n",
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       "<!-- 112 -->\r\n",
       "<g id=\"node113\" class=\"node\"><title>112</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.600000\" stroke=\"black\" d=\"M3209,-306C3209,-306 2988,-306 2988,-306 2982,-306 2976,-300 2976,-294 2976,-294 2976,-235 2976,-235 2976,-229 2982,-223 2988,-223 2988,-223 3209,-223 3209,-223 3215,-223 3221,-229 3221,-235 3221,-235 3221,-294 3221,-294 3221,-300 3215,-306 3209,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2984\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.197</text>\r\n",
       "<text text-anchor=\"start\" x=\"3060.5\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.408</text>\r\n",
       "<text text-anchor=\"start\" x=\"3059\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"3057\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 5]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3069.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 110&#45;&gt;112 -->\r\n",
       "<g id=\"edge112\" class=\"edge\"><title>110&#45;&gt;112</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3036.46,-341.907C3043.75,-332.923 3051.56,-323.315 3059.08,-314.05\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3062.01,-315.99 3065.6,-306.021 3056.58,-311.578 3062.01,-315.99\"/>\r\n",
       "</g>\r\n",
       "<!-- 113 -->\r\n",
       "<g id=\"node114\" class=\"node\"><title>113</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M3111.5,-187C3111.5,-187 2899.5,-187 2899.5,-187 2893.5,-187 2887.5,-181 2887.5,-175 2887.5,-175 2887.5,-116 2887.5,-116 2887.5,-110 2893.5,-104 2899.5,-104 2899.5,-104 3111.5,-104 3111.5,-104 3117.5,-104 3123.5,-110 3123.5,-116 3123.5,-116 3123.5,-175 3123.5,-175 3123.5,-181 3117.5,-187 3111.5,-187\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2895.5\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.14</text>\r\n",
       "<text text-anchor=\"start\" x=\"2967.5\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"2966\" y=\"-141.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"2964\" y=\"-126.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2976.5\" y=\"-111.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 112&#45;&gt;113 -->\r\n",
       "<g id=\"edge113\" class=\"edge\"><title>112&#45;&gt;113</title>\r\n",
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       "<!-- 116 -->\r\n",
       "<g id=\"node117\" class=\"node\"><title>116</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3229,-179.5C3229,-179.5 3154,-179.5 3154,-179.5 3148,-179.5 3142,-173.5 3142,-167.5 3142,-167.5 3142,-123.5 3142,-123.5 3142,-117.5 3148,-111.5 3154,-111.5 3154,-111.5 3229,-111.5 3229,-111.5 3235,-111.5 3241,-117.5 3241,-123.5 3241,-123.5 3241,-167.5 3241,-167.5 3241,-173.5 3235,-179.5 3229,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3162\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3152\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3150\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3162.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 112&#45;&gt;116 -->\r\n",
       "<g id=\"edge116\" class=\"edge\"><title>112&#45;&gt;116</title>\r\n",
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       "</g>\r\n",
       "<!-- 114 -->\r\n",
       "<g id=\"node115\" class=\"node\"><title>114</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M2985,-68C2985,-68 2910,-68 2910,-68 2904,-68 2898,-62 2898,-56 2898,-56 2898,-12 2898,-12 2898,-6 2904,-0 2910,-0 2910,-0 2985,-0 2985,-0 2991,-0 2997,-6 2997,-12 2997,-12 2997,-56 2997,-56 2997,-62 2991,-68 2985,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"2918\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"2908\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"2906\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"2918.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 113&#45;&gt;114 -->\r\n",
       "<g id=\"edge114\" class=\"edge\"><title>113&#45;&gt;114</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2983.9,-103.726C2979.31,-95.0615 2974.46,-85.8962 2969.84,-77.1802\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2972.91,-75.4982 2965.14,-68.2996 2966.73,-78.7748 2972.91,-75.4982\"/>\r\n",
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       "<!-- 115 -->\r\n",
       "<g id=\"node116\" class=\"node\"><title>115</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3102,-68C3102,-68 3027,-68 3027,-68 3021,-68 3015,-62 3015,-56 3015,-56 3015,-12 3015,-12 3015,-6 3021,-0 3027,-0 3027,-0 3102,-0 3102,-0 3108,-0 3114,-6 3114,-12 3114,-12 3114,-56 3114,-56 3114,-62 3108,-68 3102,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3035\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3025\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3023\" y=\"-22.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3035.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 113&#45;&gt;115 -->\r\n",
       "<g id=\"edge115\" class=\"edge\"><title>113&#45;&gt;115</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3027.47,-103.726C3032.14,-95.0615 3037.08,-85.8962 3041.77,-77.1802\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3044.9,-78.7632 3046.56,-68.2996 3038.73,-75.4428 3044.9,-78.7632\"/>\r\n",
       "</g>\r\n",
       "<!-- 120 -->\r\n",
       "<g id=\"node121\" class=\"node\"><title>120</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3249,-655.5C3249,-655.5 3174,-655.5 3174,-655.5 3168,-655.5 3162,-649.5 3162,-643.5 3162,-643.5 3162,-599.5 3162,-599.5 3162,-593.5 3168,-587.5 3174,-587.5 3174,-587.5 3249,-587.5 3249,-587.5 3255,-587.5 3261,-593.5 3261,-599.5 3261,-599.5 3261,-643.5 3261,-643.5 3261,-649.5 3255,-655.5 3249,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3182\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3172\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3170\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3182.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 119&#45;&gt;120 -->\r\n",
       "<g id=\"edge120\" class=\"edge\"><title>119&#45;&gt;120</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3211.5,-698.907C3211.5,-688.204 3211.5,-676.615 3211.5,-665.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3215,-665.667 3211.5,-655.667 3208,-665.667 3215,-665.667\"/>\r\n",
       "</g>\r\n",
       "<!-- 121 -->\r\n",
       "<g id=\"node122\" class=\"node\"><title>121</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3366,-655.5C3366,-655.5 3291,-655.5 3291,-655.5 3285,-655.5 3279,-649.5 3279,-643.5 3279,-643.5 3279,-599.5 3279,-599.5 3279,-593.5 3285,-587.5 3291,-587.5 3291,-587.5 3366,-587.5 3366,-587.5 3372,-587.5 3378,-593.5 3378,-599.5 3378,-599.5 3378,-643.5 3378,-643.5 3378,-649.5 3372,-655.5 3366,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3299\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3289\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3287\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3299.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 119&#45;&gt;121 -->\r\n",
       "<g id=\"edge121\" class=\"edge\"><title>119&#45;&gt;121</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3252.09,-698.907C3263.79,-687.211 3276.54,-674.457 3288.22,-662.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3290.74,-665.213 3295.33,-655.667 3285.79,-660.263 3290.74,-665.213\"/>\r\n",
       "</g>\r\n",
       "<!-- 123 -->\r\n",
       "<g id=\"node124\" class=\"node\"><title>123</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3373,-774.5C3373,-774.5 3298,-774.5 3298,-774.5 3292,-774.5 3286,-768.5 3286,-762.5 3286,-762.5 3286,-718.5 3286,-718.5 3286,-712.5 3292,-706.5 3298,-706.5 3298,-706.5 3373,-706.5 3373,-706.5 3379,-706.5 3385,-712.5 3385,-718.5 3385,-718.5 3385,-762.5 3385,-762.5 3385,-768.5 3379,-774.5 3373,-774.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3306\" y=\"-759.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3296\" y=\"-744.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3294\" y=\"-729.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3306.5\" y=\"-714.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;123 -->\r\n",
       "<g id=\"edge123\" class=\"edge\"><title>122&#45;&gt;123</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3344.64,-817.907C3343.36,-807.204 3341.98,-795.615 3340.68,-784.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3344.13,-784.18 3339.47,-774.667 3337.18,-785.012 3344.13,-784.18\"/>\r\n",
       "</g>\r\n",
       "<!-- 124 -->\r\n",
       "<g id=\"node125\" class=\"node\"><title>124</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3517.5,-782C3517.5,-782 3415.5,-782 3415.5,-782 3409.5,-782 3403.5,-776 3403.5,-770 3403.5,-770 3403.5,-711 3403.5,-711 3403.5,-705 3409.5,-699 3415.5,-699 3415.5,-699 3517.5,-699 3517.5,-699 3523.5,-699 3529.5,-705 3529.5,-711 3529.5,-711 3529.5,-770 3529.5,-770 3529.5,-776 3523.5,-782 3517.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3411.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 131.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3437\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3427\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 8</text>\r\n",
       "<text text-anchor=\"start\" x=\"3425\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3437.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 122&#45;&gt;124 -->\r\n",
       "<g id=\"edge124\" class=\"edge\"><title>122&#45;&gt;124</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3390.09,-817.907C3399.35,-808.651 3409.27,-798.732 3418.79,-789.209\"/>\r\n",
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       "<!-- 125 -->\r\n",
       "<g id=\"node126\" class=\"node\"><title>125</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3483,-655.5C3483,-655.5 3408,-655.5 3408,-655.5 3402,-655.5 3396,-649.5 3396,-643.5 3396,-643.5 3396,-599.5 3396,-599.5 3396,-593.5 3402,-587.5 3408,-587.5 3408,-587.5 3483,-587.5 3483,-587.5 3489,-587.5 3495,-593.5 3495,-599.5 3495,-599.5 3495,-643.5 3495,-643.5 3495,-649.5 3489,-655.5 3483,-655.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3416\" y=\"-640.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3406\" y=\"-625.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3404\" y=\"-610.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3416.5\" y=\"-595.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 124&#45;&gt;125 -->\r\n",
       "<g id=\"edge125\" class=\"edge\"><title>124&#45;&gt;125</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3459.21,-698.907C3457.29,-688.204 3455.21,-676.615 3453.27,-665.776\"/>\r\n",
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       "<!-- 126 -->\r\n",
       "<g id=\"node127\" class=\"node\"><title>126</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.749020\" stroke=\"black\" d=\"M3600,-663C3600,-663 3525,-663 3525,-663 3519,-663 3513,-657 3513,-651 3513,-651 3513,-592 3513,-592 3513,-586 3519,-580 3525,-580 3525,-580 3600,-580 3600,-580 3606,-580 3612,-586 3612,-592 3612,-592 3612,-651 3612,-651 3612,-657 3606,-663 3600,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3526\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 28.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3529\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3523\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3521\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3533.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 124&#45;&gt;126 -->\r\n",
       "<g id=\"edge126\" class=\"edge\"><title>124&#45;&gt;126</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3499.81,-698.907C3507.25,-689.832 3515.22,-680.121 3522.89,-670.769\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3525.61,-672.972 3529.25,-663.021 3520.2,-668.531 3525.61,-672.972\"/>\r\n",
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       "<!-- 127 -->\r\n",
       "<g id=\"node128\" class=\"node\"><title>127</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3483,-536.5C3483,-536.5 3408,-536.5 3408,-536.5 3402,-536.5 3396,-530.5 3396,-524.5 3396,-524.5 3396,-480.5 3396,-480.5 3396,-474.5 3402,-468.5 3408,-468.5 3408,-468.5 3483,-468.5 3483,-468.5 3489,-468.5 3495,-474.5 3495,-480.5 3495,-480.5 3495,-524.5 3495,-524.5 3495,-530.5 3489,-536.5 3483,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3416\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3406\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3404\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3416.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 126&#45;&gt;127 -->\r\n",
       "<g id=\"edge127\" class=\"edge\"><title>126&#45;&gt;127</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3521.91,-579.907C3510.21,-568.211 3497.46,-555.457 3485.78,-543.78\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3488.21,-541.263 3478.67,-536.667 3483.26,-546.213 3488.21,-541.263\"/>\r\n",
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       "<!-- 128 -->\r\n",
       "<g id=\"node129\" class=\"node\"><title>128</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3600,-536.5C3600,-536.5 3525,-536.5 3525,-536.5 3519,-536.5 3513,-530.5 3513,-524.5 3513,-524.5 3513,-480.5 3513,-480.5 3513,-474.5 3519,-468.5 3525,-468.5 3525,-468.5 3600,-468.5 3600,-468.5 3606,-468.5 3612,-474.5 3612,-480.5 3612,-480.5 3612,-524.5 3612,-524.5 3612,-530.5 3606,-536.5 3600,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3533\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3523\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 4</text>\r\n",
       "<text text-anchor=\"start\" x=\"3521\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 4]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3533.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 126&#45;&gt;128 -->\r\n",
       "<g id=\"edge128\" class=\"edge\"><title>126&#45;&gt;128</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3562.5,-579.907C3562.5,-569.204 3562.5,-557.615 3562.5,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3566,-546.667 3562.5,-536.667 3559,-546.667 3566,-546.667\"/>\r\n",
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       "<!-- 130 -->\r\n",
       "<g id=\"node131\" class=\"node\"><title>130</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3555,-893.5C3555,-893.5 3480,-893.5 3480,-893.5 3474,-893.5 3468,-887.5 3468,-881.5 3468,-881.5 3468,-837.5 3468,-837.5 3468,-831.5 3474,-825.5 3480,-825.5 3480,-825.5 3555,-825.5 3555,-825.5 3561,-825.5 3567,-831.5 3567,-837.5 3567,-837.5 3567,-881.5 3567,-881.5 3567,-887.5 3561,-893.5 3555,-893.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3488\" y=\"-878.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3478\" y=\"-863.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3476\" y=\"-848.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3488.5\" y=\"-833.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;130 -->\r\n",
       "<g id=\"edge130\" class=\"edge\"><title>129&#45;&gt;130</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3517.5,-936.907C3517.5,-926.204 3517.5,-914.615 3517.5,-903.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3521,-903.667 3517.5,-893.667 3514,-903.667 3521,-903.667\"/>\r\n",
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       "<!-- 131 -->\r\n",
       "<g id=\"node132\" class=\"node\"><title>131</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.898039\" stroke=\"black\" d=\"M3912.5,-901C3912.5,-901 3810.5,-901 3810.5,-901 3804.5,-901 3798.5,-895 3798.5,-889 3798.5,-889 3798.5,-830 3798.5,-830 3798.5,-824 3804.5,-818 3810.5,-818 3810.5,-818 3912.5,-818 3912.5,-818 3918.5,-818 3924.5,-824 3924.5,-830 3924.5,-830 3924.5,-889 3924.5,-889 3924.5,-895 3918.5,-901 3912.5,-901\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3806.5\" y=\"-885.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 129.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3828\" y=\"-870.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.17</text>\r\n",
       "<text text-anchor=\"start\" x=\"3817.5\" y=\"-855.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 96</text>\r\n",
       "<text text-anchor=\"start\" x=\"3816\" y=\"-840.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [9, 87]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3832.5\" y=\"-825.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 129&#45;&gt;131 -->\r\n",
       "<g id=\"edge131\" class=\"edge\"><title>129&#45;&gt;131</title>\r\n",
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       "<polygon fill=\"black\" stroke=\"black\" points=\"3789.2,-878.337 3798.23,-872.785 3787.71,-871.498 3789.2,-878.337\"/>\r\n",
       "</g>\r\n",
       "<!-- 132 -->\r\n",
       "<g id=\"node133\" class=\"node\"><title>132</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.749020\" stroke=\"black\" d=\"M3906.5,-782C3906.5,-782 3816.5,-782 3816.5,-782 3810.5,-782 3804.5,-776 3804.5,-770 3804.5,-770 3804.5,-711 3804.5,-711 3804.5,-705 3810.5,-699 3816.5,-699 3816.5,-699 3906.5,-699 3906.5,-699 3912.5,-699 3918.5,-705 3918.5,-711 3918.5,-711 3918.5,-770 3918.5,-770 3918.5,-776 3912.5,-782 3906.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3812.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Insulin ≤ 225.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3828\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.32</text>\r\n",
       "<text text-anchor=\"start\" x=\"3817.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"start\" x=\"3816\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [5, 20]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3832.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 131&#45;&gt;132 -->\r\n",
       "<g id=\"edge132\" class=\"edge\"><title>131&#45;&gt;132</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3861.5,-817.907C3861.5,-809.649 3861.5,-800.864 3861.5,-792.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3865,-792.021 3861.5,-782.021 3858,-792.021 3865,-792.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 143 -->\r\n",
       "<g id=\"node144\" class=\"node\"><title>143</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.941176\" stroke=\"black\" d=\"M4273.5,-782C4273.5,-782 4129.5,-782 4129.5,-782 4123.5,-782 4117.5,-776 4117.5,-770 4117.5,-770 4117.5,-711 4117.5,-711 4117.5,-705 4123.5,-699 4129.5,-699 4129.5,-699 4273.5,-699 4273.5,-699 4279.5,-699 4285.5,-705 4285.5,-711 4285.5,-711 4285.5,-770 4285.5,-770 4285.5,-776 4279.5,-782 4273.5,-782\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4125.5\" y=\"-766.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BloodPressure ≤ 107.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4163.5\" y=\"-751.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.106</text>\r\n",
       "<text text-anchor=\"start\" x=\"4157.5\" y=\"-736.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 71</text>\r\n",
       "<text text-anchor=\"start\" x=\"4156\" y=\"-721.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [4, 67]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4172.5\" y=\"-706.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 131&#45;&gt;143 -->\r\n",
       "<g id=\"edge143\" class=\"edge\"><title>131&#45;&gt;143</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3924.65,-836.767C3976.05,-819.083 4049.34,-793.86 4107.61,-773.809\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4108.88,-777.074 4117.19,-770.511 4106.6,-770.455 4108.88,-777.074\"/>\r\n",
       "</g>\r\n",
       "<!-- 133 -->\r\n",
       "<g id=\"node134\" class=\"node\"><title>133</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.843137\" stroke=\"black\" d=\"M3843,-663C3843,-663 3730,-663 3730,-663 3724,-663 3718,-657 3718,-651 3718,-651 3718,-592 3718,-592 3718,-586 3724,-580 3730,-580 3730,-580 3843,-580 3843,-580 3849,-580 3855,-586 3855,-592 3855,-592 3855,-651 3855,-651 3855,-657 3849,-663 3843,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3726\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Pregnancies ≤ 3.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3748.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.236</text>\r\n",
       "<text text-anchor=\"start\" x=\"3742.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 22</text>\r\n",
       "<text text-anchor=\"start\" x=\"3741\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 19]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3757.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;133 -->\r\n",
       "<g id=\"edge133\" class=\"edge\"><title>132&#45;&gt;133</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3835.48,-698.907C3829.84,-690.105 3823.81,-680.703 3817.98,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3820.82,-669.551 3812.47,-663.021 3814.93,-673.328 3820.82,-669.551\"/>\r\n",
       "</g>\r\n",
       "<!-- 140 -->\r\n",
       "<g id=\"node141\" class=\"node\"><title>140</title>\r\n",
       "<path fill=\"#e58139\" fill-opacity=\"0.498039\" stroke=\"black\" d=\"M3987.5,-663C3987.5,-663 3885.5,-663 3885.5,-663 3879.5,-663 3873.5,-657 3873.5,-651 3873.5,-651 3873.5,-592 3873.5,-592 3873.5,-586 3879.5,-580 3885.5,-580 3885.5,-580 3987.5,-580 3987.5,-580 3993.5,-580 3999.5,-586 3999.5,-592 3999.5,-592 3999.5,-651 3999.5,-651 3999.5,-657 3993.5,-663 3987.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3881.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 125.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3898.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.444</text>\r\n",
       "<text text-anchor=\"start\" x=\"3897\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3895\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3907.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 132&#45;&gt;140 -->\r\n",
       "<g id=\"edge140\" class=\"edge\"><title>132&#45;&gt;140</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3887.52,-698.907C3893.16,-690.105 3899.19,-680.703 3905.02,-671.612\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3908.07,-673.328 3910.53,-663.021 3902.18,-669.551 3908.07,-673.328\"/>\r\n",
       "</g>\r\n",
       "<!-- 134 -->\r\n",
       "<g id=\"node135\" class=\"node\"><title>134</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3717,-536.5C3717,-536.5 3642,-536.5 3642,-536.5 3636,-536.5 3630,-530.5 3630,-524.5 3630,-524.5 3630,-480.5 3630,-480.5 3630,-474.5 3636,-468.5 3642,-468.5 3642,-468.5 3717,-468.5 3717,-468.5 3723,-468.5 3729,-474.5 3729,-480.5 3729,-480.5 3729,-524.5 3729,-524.5 3729,-530.5 3723,-536.5 3717,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3650\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3640\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 9</text>\r\n",
       "<text text-anchor=\"start\" x=\"3638\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 9]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3650.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 133&#45;&gt;134 -->\r\n",
       "<g id=\"edge134\" class=\"edge\"><title>133&#45;&gt;134</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3749.38,-579.907C3738.78,-568.321 3727.24,-555.698 3716.64,-544.111\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3719.16,-541.684 3709.83,-536.667 3714,-546.408 3719.16,-541.684\"/>\r\n",
       "</g>\r\n",
       "<!-- 135 -->\r\n",
       "<g id=\"node136\" class=\"node\"><title>135</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.701961\" stroke=\"black\" d=\"M3842,-544C3842,-544 3759,-544 3759,-544 3753,-544 3747,-538 3747,-532 3747,-532 3747,-473 3747,-473 3747,-467 3753,-461 3759,-461 3759,-461 3842,-461 3842,-461 3848,-461 3854,-467 3854,-473 3854,-473 3854,-532 3854,-532 3854,-538 3848,-544 3842,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3755.5\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Insulin ≤ 47.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3762.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.355</text>\r\n",
       "<text text-anchor=\"start\" x=\"3756.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 13</text>\r\n",
       "<text text-anchor=\"start\" x=\"3755\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 10]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3771.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 133&#45;&gt;135 -->\r\n",
       "<g id=\"edge135\" class=\"edge\"><title>133&#45;&gt;135</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3791.36,-579.907C3792.36,-571.558 3793.42,-562.671 3794.45,-554.02\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3797.94,-554.366 3795.65,-544.021 3790.99,-553.534 3797.94,-554.366\"/>\r\n",
       "</g>\r\n",
       "<!-- 136 -->\r\n",
       "<g id=\"node137\" class=\"node\"><title>136</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3703,-417.5C3703,-417.5 3628,-417.5 3628,-417.5 3622,-417.5 3616,-411.5 3616,-405.5 3616,-405.5 3616,-361.5 3616,-361.5 3616,-355.5 3622,-349.5 3628,-349.5 3628,-349.5 3703,-349.5 3703,-349.5 3709,-349.5 3715,-355.5 3715,-361.5 3715,-361.5 3715,-405.5 3715,-405.5 3715,-411.5 3709,-417.5 3703,-417.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3636\" y=\"-402.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3626\" y=\"-387.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 7</text>\r\n",
       "<text text-anchor=\"start\" x=\"3624\" y=\"-372.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 7]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3636.5\" y=\"-357.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 135&#45;&gt;136 -->\r\n",
       "<g id=\"edge136\" class=\"edge\"><title>135&#45;&gt;136</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3753.66,-460.907C3740.04,-449.101 3725.17,-436.217 3711.6,-424.45\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3713.62,-421.571 3703.77,-417.667 3709.03,-426.861 3713.62,-421.571\"/>\r\n",
       "</g>\r\n",
       "<!-- 137 -->\r\n",
       "<g id=\"node138\" class=\"node\"><title>137</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3966,-425C3966,-425 3745,-425 3745,-425 3739,-425 3733,-419 3733,-413 3733,-413 3733,-354 3733,-354 3733,-348 3739,-342 3745,-342 3745,-342 3966,-342 3966,-342 3972,-342 3978,-348 3978,-354 3978,-354 3978,-413 3978,-413 3978,-419 3972,-425 3966,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3741\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.692</text>\r\n",
       "<text text-anchor=\"start\" x=\"3826\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"3816\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 6</text>\r\n",
       "<text text-anchor=\"start\" x=\"3814\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3826.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 135&#45;&gt;137 -->\r\n",
       "<g id=\"edge137\" class=\"edge\"><title>135&#45;&gt;137</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3819.58,-460.907C3823.63,-452.286 3827.96,-443.09 3832.15,-434.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3835.36,-435.56 3836.45,-425.021 3829.03,-432.582 3835.36,-435.56\"/>\r\n",
       "</g>\r\n",
       "<!-- 138 -->\r\n",
       "<g id=\"node139\" class=\"node\"><title>138</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M3834,-298.5C3834,-298.5 3759,-298.5 3759,-298.5 3753,-298.5 3747,-292.5 3747,-286.5 3747,-286.5 3747,-242.5 3747,-242.5 3747,-236.5 3753,-230.5 3759,-230.5 3759,-230.5 3834,-230.5 3834,-230.5 3840,-230.5 3846,-236.5 3846,-242.5 3846,-242.5 3846,-286.5 3846,-286.5 3846,-292.5 3840,-298.5 3834,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3767\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3757\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3755\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3767.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;138 -->\r\n",
       "<g id=\"edge138\" class=\"edge\"><title>137&#45;&gt;138</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3835.03,-341.907C3829.47,-330.873 3823.43,-318.898 3817.82,-307.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3820.85,-306.02 3813.23,-298.667 3814.6,-309.172 3820.85,-306.02\"/>\r\n",
       "</g>\r\n",
       "<!-- 139 -->\r\n",
       "<g id=\"node140\" class=\"node\"><title>139</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3951,-298.5C3951,-298.5 3876,-298.5 3876,-298.5 3870,-298.5 3864,-292.5 3864,-286.5 3864,-286.5 3864,-242.5 3864,-242.5 3864,-236.5 3870,-230.5 3876,-230.5 3876,-230.5 3951,-230.5 3951,-230.5 3957,-230.5 3963,-236.5 3963,-242.5 3963,-242.5 3963,-286.5 3963,-286.5 3963,-292.5 3957,-298.5 3951,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3884\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3874\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 3</text>\r\n",
       "<text text-anchor=\"start\" x=\"3872\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 3]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3884.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 137&#45;&gt;139 -->\r\n",
       "<g id=\"edge139\" class=\"edge\"><title>137&#45;&gt;139</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3875.62,-341.907C3881.09,-330.873 3887.03,-318.898 3892.54,-307.773\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3895.75,-309.181 3897.06,-298.667 3889.48,-306.072 3895.75,-309.181\"/>\r\n",
       "</g>\r\n",
       "<!-- 141 -->\r\n",
       "<g id=\"node142\" class=\"node\"><title>141</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M3959,-536.5C3959,-536.5 3884,-536.5 3884,-536.5 3878,-536.5 3872,-530.5 3872,-524.5 3872,-524.5 3872,-480.5 3872,-480.5 3872,-474.5 3878,-468.5 3884,-468.5 3884,-468.5 3959,-468.5 3959,-468.5 3965,-468.5 3971,-474.5 3971,-480.5 3971,-480.5 3971,-524.5 3971,-524.5 3971,-530.5 3965,-536.5 3959,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"3892\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3882\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"3880\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"3892.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;141 -->\r\n",
       "<g id=\"edge141\" class=\"edge\"><title>140&#45;&gt;141</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3931.3,-579.907C3929.92,-569.204 3928.44,-557.615 3927.05,-546.776\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"3930.5,-546.141 3925.75,-536.667 3923.55,-547.031 3930.5,-546.141\"/>\r\n",
       "</g>\r\n",
       "<!-- 142 -->\r\n",
       "<g id=\"node143\" class=\"node\"><title>142</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4076,-536.5C4076,-536.5 4001,-536.5 4001,-536.5 3995,-536.5 3989,-530.5 3989,-524.5 3989,-524.5 3989,-480.5 3989,-480.5 3989,-474.5 3995,-468.5 4001,-468.5 4001,-468.5 4076,-468.5 4076,-468.5 4082,-468.5 4088,-474.5 4088,-480.5 4088,-480.5 4088,-524.5 4088,-524.5 4088,-530.5 4082,-536.5 4076,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4009\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"3999\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"3997\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4009.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 140&#45;&gt;142 -->\r\n",
       "<g id=\"edge142\" class=\"edge\"><title>140&#45;&gt;142</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M3971.89,-579.907C3981.89,-568.432 3992.78,-555.938 4002.81,-544.442\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4005.65,-546.505 4009.59,-536.667 4000.38,-541.905 4005.65,-546.505\"/>\r\n",
       "</g>\r\n",
       "<!-- 144 -->\r\n",
       "<g id=\"node145\" class=\"node\"><title>144</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.952941\" stroke=\"black\" d=\"M4269,-663C4269,-663 4134,-663 4134,-663 4128,-663 4122,-657 4122,-651 4122,-651 4122,-592 4122,-592 4122,-586 4128,-580 4134,-580 4134,-580 4269,-580 4269,-580 4275,-580 4281,-586 4281,-592 4281,-592 4281,-651 4281,-651 4281,-657 4275,-663 4269,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4130\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 30.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4163.5\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.083</text>\r\n",
       "<text text-anchor=\"start\" x=\"4157.5\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 69</text>\r\n",
       "<text text-anchor=\"start\" x=\"4156\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 66]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4172.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 143&#45;&gt;144 -->\r\n",
       "<g id=\"edge144\" class=\"edge\"><title>143&#45;&gt;144</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4201.5,-698.907C4201.5,-690.649 4201.5,-681.864 4201.5,-673.302\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4205,-673.021 4201.5,-663.021 4198,-673.021 4205,-673.021\"/>\r\n",
       "</g>\r\n",
       "<!-- 159 -->\r\n",
       "<g id=\"node160\" class=\"node\"><title>159</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4456.5,-663C4456.5,-663 4354.5,-663 4354.5,-663 4348.5,-663 4342.5,-657 4342.5,-651 4342.5,-651 4342.5,-592 4342.5,-592 4342.5,-586 4348.5,-580 4354.5,-580 4354.5,-580 4456.5,-580 4456.5,-580 4462.5,-580 4468.5,-586 4468.5,-592 4468.5,-592 4468.5,-651 4468.5,-651 4468.5,-657 4462.5,-663 4456.5,-663\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4350.5\" y=\"-647.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Glucose ≤ 180.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4376\" y=\"-632.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4366\" y=\"-617.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"4364\" y=\"-602.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4376.5\" y=\"-587.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 143&#45;&gt;159 -->\r\n",
       "<g id=\"edge159\" class=\"edge\"><title>143&#45;&gt;159</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4272.28,-698.907C4292.13,-687.524 4313.72,-675.139 4333.63,-663.719\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4335.41,-666.731 4342.35,-658.72 4331.93,-660.659 4335.41,-666.731\"/>\r\n",
       "</g>\r\n",
       "<!-- 145 -->\r\n",
       "<g id=\"node146\" class=\"node\"><title>145</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4201,-536.5C4201,-536.5 4118,-536.5 4118,-536.5 4112,-536.5 4106,-530.5 4106,-524.5 4106,-524.5 4106,-480.5 4106,-480.5 4106,-474.5 4112,-468.5 4118,-468.5 4118,-468.5 4201,-468.5 4201,-468.5 4207,-468.5 4213,-474.5 4213,-480.5 4213,-480.5 4213,-524.5 4213,-524.5 4213,-530.5 4207,-536.5 4201,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4130\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4115.5\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 38</text>\r\n",
       "<text text-anchor=\"start\" x=\"4114\" y=\"-491.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 38]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4130.5\" y=\"-476.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;145 -->\r\n",
       "<g id=\"edge145\" class=\"edge\"><title>144&#45;&gt;145</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4186.93,-579.907C4183.01,-568.983 4178.75,-557.137 4174.79,-546.107\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4178.08,-544.896 4171.41,-536.667 4171.49,-547.261 4178.08,-544.896\"/>\r\n",
       "</g>\r\n",
       "<!-- 146 -->\r\n",
       "<g id=\"node147\" class=\"node\"><title>146</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.894118\" stroke=\"black\" d=\"M4326,-544C4326,-544 4243,-544 4243,-544 4237,-544 4231,-538 4231,-532 4231,-532 4231,-473 4231,-473 4231,-467 4237,-461 4243,-461 4243,-461 4326,-461 4326,-461 4332,-461 4338,-467 4338,-473 4338,-473 4338,-532 4338,-532 4338,-538 4332,-544 4326,-544\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4248\" y=\"-528.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BMI ≤ 29.7</text>\r\n",
       "<text text-anchor=\"start\" x=\"4246.5\" y=\"-513.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.175</text>\r\n",
       "<text text-anchor=\"start\" x=\"4240.5\" y=\"-498.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 31</text>\r\n",
       "<text text-anchor=\"start\" x=\"4239\" y=\"-483.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [3, 28]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4255.5\" y=\"-468.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 144&#45;&gt;146 -->\r\n",
       "<g id=\"edge146\" class=\"edge\"><title>144&#45;&gt;146</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4230.3,-579.907C4236.61,-571.014 4243.35,-561.509 4249.86,-552.331\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4252.82,-554.202 4255.75,-544.021 4247.11,-550.152 4252.82,-554.202\"/>\r\n",
       "</g>\r\n",
       "<!-- 147 -->\r\n",
       "<g id=\"node148\" class=\"node\"><title>147</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4339,-425C4339,-425 4118,-425 4118,-425 4112,-425 4106,-419 4106,-413 4106,-413 4106,-354 4106,-354 4106,-348 4112,-342 4118,-342 4118,-342 4339,-342 4339,-342 4345,-342 4351,-348 4351,-354 4351,-354 4351,-413 4351,-413 4351,-419 4345,-425 4339,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4114\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.588</text>\r\n",
       "<text text-anchor=\"start\" x=\"4199\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4189\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"4187\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4199.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;147 -->\r\n",
       "<g id=\"edge147\" class=\"edge\"><title>146&#45;&gt;147</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4265.07,-460.907C4260.94,-452.286 4256.54,-443.09 4252.28,-434.175\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4255.37,-432.53 4247.89,-425.021 4249.05,-435.552 4255.37,-432.53\"/>\r\n",
       "</g>\r\n",
       "<!-- 150 -->\r\n",
       "<g id=\"node151\" class=\"node\"><title>150</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.925490\" stroke=\"black\" d=\"M4602,-425C4602,-425 4381,-425 4381,-425 4375,-425 4369,-419 4369,-413 4369,-413 4369,-354 4369,-354 4369,-348 4375,-342 4381,-342 4381,-342 4602,-342 4602,-342 4608,-342 4614,-348 4614,-354 4614,-354 4614,-413 4614,-413 4614,-419 4608,-425 4602,-425\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4377\" y=\"-409.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">DiabetesPedigreeFunction ≤ 0.348</text>\r\n",
       "<text text-anchor=\"start\" x=\"4453.5\" y=\"-394.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.128</text>\r\n",
       "<text text-anchor=\"start\" x=\"4447.5\" y=\"-379.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 29</text>\r\n",
       "<text text-anchor=\"start\" x=\"4446\" y=\"-364.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [2, 27]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4462.5\" y=\"-349.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 146&#45;&gt;150 -->\r\n",
       "<g id=\"edge150\" class=\"edge\"><title>146&#45;&gt;150</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4338.08,-466.066C4340.91,-464.329 4343.73,-462.631 4346.5,-461 4364.31,-450.515 4383.69,-439.823 4402.3,-429.884\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4404.18,-432.851 4411.37,-425.071 4400.9,-426.668 4404.18,-432.851\"/>\r\n",
       "</g>\r\n",
       "<!-- 148 -->\r\n",
       "<g id=\"node149\" class=\"node\"><title>148</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4178,-298.5C4178,-298.5 4103,-298.5 4103,-298.5 4097,-298.5 4091,-292.5 4091,-286.5 4091,-286.5 4091,-242.5 4091,-242.5 4091,-236.5 4097,-230.5 4103,-230.5 4103,-230.5 4178,-230.5 4178,-230.5 4184,-230.5 4190,-236.5 4190,-242.5 4190,-242.5 4190,-286.5 4190,-286.5 4190,-292.5 4184,-298.5 4178,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4111\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4101\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"4099\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4111.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 147&#45;&gt;148 -->\r\n",
       "<g id=\"edge148\" class=\"edge\"><title>147&#45;&gt;148</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4197.97,-341.907C4189.42,-330.542 4180.12,-318.178 4171.54,-306.774\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4174.25,-304.555 4165.45,-298.667 4168.66,-308.763 4174.25,-304.555\"/>\r\n",
       "</g>\r\n",
       "<!-- 149 -->\r\n",
       "<g id=\"node150\" class=\"node\"><title>149</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4295,-298.5C4295,-298.5 4220,-298.5 4220,-298.5 4214,-298.5 4208,-292.5 4208,-286.5 4208,-286.5 4208,-242.5 4208,-242.5 4208,-236.5 4214,-230.5 4220,-230.5 4220,-230.5 4295,-230.5 4295,-230.5 4301,-230.5 4307,-236.5 4307,-242.5 4307,-242.5 4307,-286.5 4307,-286.5 4307,-292.5 4301,-298.5 4295,-298.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4228\" y=\"-283.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4218\" y=\"-268.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"4216\" y=\"-253.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4228.5\" y=\"-238.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 147&#45;&gt;149 -->\r\n",
       "<g id=\"edge149\" class=\"edge\"><title>147&#45;&gt;149</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4238.56,-341.907C4241.24,-331.094 4244.15,-319.376 4246.86,-308.441\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4250.27,-309.215 4249.28,-298.667 4243.48,-307.531 4250.27,-309.215\"/>\r\n",
       "</g>\r\n",
       "<!-- 151 -->\r\n",
       "<g id=\"node152\" class=\"node\"><title>151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4530,-306C4530,-306 4395,-306 4395,-306 4389,-306 4383,-300 4383,-294 4383,-294 4383,-235 4383,-235 4383,-229 4389,-223 4395,-223 4395,-223 4530,-223 4530,-223 4536,-223 4542,-229 4542,-235 4542,-235 4542,-294 4542,-294 4542,-300 4536,-306 4530,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4391\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">SkinThickness ≤ 44.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4433\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4423\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 2</text>\r\n",
       "<text text-anchor=\"start\" x=\"4421\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 1]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4433.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 150&#45;&gt;151 -->\r\n",
       "<g id=\"edge151\" class=\"edge\"><title>150&#45;&gt;151</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4481.44,-341.907C4479.35,-333.468 4477.12,-324.477 4474.95,-315.738\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4478.35,-314.885 4472.54,-306.021 4471.55,-316.569 4478.35,-314.885\"/>\r\n",
       "</g>\r\n",
       "<!-- 154 -->\r\n",
       "<g id=\"node155\" class=\"node\"><title>154</title>\r\n",
       "<path fill=\"#399de5\" fill-opacity=\"0.960784\" stroke=\"black\" d=\"M4708.5,-306C4708.5,-306 4572.5,-306 4572.5,-306 4566.5,-306 4560.5,-300 4560.5,-294 4560.5,-294 4560.5,-235 4560.5,-235 4560.5,-229 4566.5,-223 4572.5,-223 4572.5,-223 4708.5,-223 4708.5,-223 4714.5,-223 4720.5,-229 4720.5,-235 4720.5,-235 4720.5,-294 4720.5,-294 4720.5,-300 4714.5,-306 4708.5,-306\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4568.5\" y=\"-290.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">BloodPressure ≤ 63.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4602.5\" y=\"-275.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.071</text>\r\n",
       "<text text-anchor=\"start\" x=\"4596.5\" y=\"-260.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 27</text>\r\n",
       "<text text-anchor=\"start\" x=\"4595\" y=\"-245.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 26]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4611.5\" y=\"-230.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 150&#45;&gt;154 -->\r\n",
       "<g id=\"edge154\" class=\"edge\"><title>150&#45;&gt;154</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4543.19,-341.907C4555.33,-332.379 4568.36,-322.148 4580.81,-312.37\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4583.19,-314.949 4588.9,-306.021 4578.87,-309.444 4583.19,-314.949\"/>\r\n",
       "</g>\r\n",
       "<!-- 152 -->\r\n",
       "<g id=\"node153\" class=\"node\"><title>152</title>\r\n",
       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4398,-179.5C4398,-179.5 4323,-179.5 4323,-179.5 4317,-179.5 4311,-173.5 4311,-167.5 4311,-167.5 4311,-123.5 4311,-123.5 4311,-117.5 4317,-111.5 4323,-111.5 4323,-111.5 4398,-111.5 4398,-111.5 4404,-111.5 4410,-117.5 4410,-123.5 4410,-123.5 4410,-167.5 4410,-167.5 4410,-173.5 4404,-179.5 4398,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4331\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4321\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
       "<text text-anchor=\"start\" x=\"4319\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [1, 0]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4331.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 151&#45;&gt;152 -->\r\n",
       "<g id=\"edge152\" class=\"edge\"><title>151&#45;&gt;152</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4427.11,-222.907C4417.11,-211.432 4406.22,-198.938 4396.19,-187.442\"/>\r\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"4398.62,-184.905 4389.41,-179.667 4393.35,-189.505 4398.62,-184.905\"/>\r\n",
       "</g>\r\n",
       "<!-- 153 -->\r\n",
       "<g id=\"node154\" class=\"node\"><title>153</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4515,-179.5C4515,-179.5 4440,-179.5 4440,-179.5 4434,-179.5 4428,-173.5 4428,-167.5 4428,-167.5 4428,-123.5 4428,-123.5 4428,-117.5 4434,-111.5 4440,-111.5 4440,-111.5 4515,-111.5 4515,-111.5 4521,-111.5 4527,-117.5 4527,-123.5 4527,-123.5 4527,-167.5 4527,-167.5 4527,-173.5 4521,-179.5 4515,-179.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4448\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4438\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"start\" x=\"4587.5\" y=\"-171.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">Age ≤ 33.5</text>\r\n",
       "<text text-anchor=\"start\" x=\"4595\" y=\"-156.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.5</text>\r\n",
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       "<g id=\"node159\" class=\"node\"><title>158</title>\r\n",
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       "<text text-anchor=\"start\" x=\"4716\" y=\"-164.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4701.5\" y=\"-149.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 25</text>\r\n",
       "<text text-anchor=\"start\" x=\"4700\" y=\"-134.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">value = [0, 25]</text>\r\n",
       "<text text-anchor=\"start\" x=\"4716.5\" y=\"-119.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 1</text>\r\n",
       "</g>\r\n",
       "<!-- 154&#45;&gt;158 -->\r\n",
       "<g id=\"edge158\" class=\"edge\"><title>154&#45;&gt;158</title>\r\n",
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       "<g id=\"node157\" class=\"node\"><title>156</title>\r\n",
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       "<text text-anchor=\"start\" x=\"4536\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4526\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"start\" x=\"4536.5\" y=\"-7.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">class = 0</text>\r\n",
       "</g>\r\n",
       "<!-- 155&#45;&gt;156 -->\r\n",
       "<g id=\"edge156\" class=\"edge\"><title>155&#45;&gt;156</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4602.53,-103.726C4597.86,-95.0615 4592.92,-85.8962 4588.23,-77.1802\"/>\r\n",
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       "<g id=\"node158\" class=\"node\"><title>157</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4720,-68C4720,-68 4645,-68 4645,-68 4639,-68 4633,-62 4633,-56 4633,-56 4633,-12 4633,-12 4633,-6 4639,-0 4645,-0 4645,-0 4720,-0 4720,-0 4726,-0 4732,-6 4732,-12 4732,-12 4732,-56 4732,-56 4732,-62 4726,-68 4720,-68\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4653\" y=\"-52.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4643\" y=\"-37.8\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<!-- 155&#45;&gt;157 -->\r\n",
       "<g id=\"edge157\" class=\"edge\"><title>155&#45;&gt;157</title>\r\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M4646.1,-103.726C4650.69,-95.0615 4655.54,-85.8962 4660.16,-77.1802\"/>\r\n",
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       "<!-- 160 -->\r\n",
       "<g id=\"node161\" class=\"node\"><title>160</title>\r\n",
       "<path fill=\"#399de5\" stroke=\"black\" d=\"M4443,-536.5C4443,-536.5 4368,-536.5 4368,-536.5 4362,-536.5 4356,-530.5 4356,-524.5 4356,-524.5 4356,-480.5 4356,-480.5 4356,-474.5 4362,-468.5 4368,-468.5 4368,-468.5 4443,-468.5 4443,-468.5 4449,-468.5 4455,-474.5 4455,-480.5 4455,-480.5 4455,-524.5 4455,-524.5 4455,-530.5 4449,-536.5 4443,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4376\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4366\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<path fill=\"#e58139\" stroke=\"black\" d=\"M4560,-536.5C4560,-536.5 4485,-536.5 4485,-536.5 4479,-536.5 4473,-530.5 4473,-524.5 4473,-524.5 4473,-480.5 4473,-480.5 4473,-474.5 4479,-468.5 4485,-468.5 4485,-468.5 4560,-468.5 4560,-468.5 4566,-468.5 4572,-474.5 4572,-480.5 4572,-480.5 4572,-524.5 4572,-524.5 4572,-530.5 4566,-536.5 4560,-536.5\"/>\r\n",
       "<text text-anchor=\"start\" x=\"4493\" y=\"-521.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
       "<text text-anchor=\"start\" x=\"4483\" y=\"-506.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">samples = 1</text>\r\n",
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       "<text text-anchor=\"start\" x=\"3731\" y=\"-997.3\" font-family=\"Helvetica,sans-Serif\" font-size=\"14.00\">gini = 0.0</text>\r\n",
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       "</svg>\r\n"
      ],
      "text/plain": [
       "<graphviz.files.Source at 0x188d4d30>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_feature_name = trainDataset.columns[:-1]\n",
    "data_target_name = [ str(x) for x in np.unique(trainDataset[trainDataset.columns[-1]])]\n",
    "dot_tree = export_graphviz(model_tree, out_file='homework_1.4_tree.pdf' ,feature_names=data_feature_name,\n",
    "                           class_names=data_target_name ,filled=True, rounded=True,special_characters=True)\n",
    "\n",
    "#import pydotplus\n",
    "#graph = pydotplus.graph_from_dot_data(dot_tree)\n",
    "#graph.write_pdf('homework_1.4_tree.pdf')\n",
    "\n",
    "with open('homework_1.4_tree.pdf') as f:\n",
    "    dot_graph = f.read()\n",
    "graphviz.Source(dot_graph)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 对测试数据进行验证"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "X_test, y_test, testDataset = create_data('homework_testDataset.txt')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.73"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model_tree.score(X_test, y_test)"
   ]
  }
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